ملاحظات
المقدمة
(1)
Smithsonian, “Numbers of
Insects (Species and Individuals),”
Buginfo, Information Sheet Number 18,
1996,
https://www.si.edu/spotlight/buginfo/bugnos;
Entomological Society of America,
“Frequently Asked Questions on
Entomology,” updated July 26, 2010,
https://www.entsoc.org/resources/faq/;
Royal Entomological Society, “Facts and
Figures,” Understanding Insects, n.d.,
https://www.royensoc.co.uk/facts-and-figures.
(2)
Nigel E. Stork, “How Many
Species of Insects and Other Terrestrial
Arthropods Are There on Earth?,”
Annual Review
of Entomology 63 (January
2018): 32, 37.
الجزء الأول: الحُصين والخيال
الفصل الأول: الحُصين
(1)
Darryl Bruce, “Fifty
Years Since Lashley’s ‘In Search
of the Engram’: Refutations and
Conjectures,” Journal of the
History of the
Neurosciences 10, no.
3 (2001):
315.
(2)
Larry R. Squire and
Pablo Alvarez, “Retrograde
Amnesia and Memory Consolidation:
A Neurobiological Perspective,”
Current
Opinions in
Neurobiology 5, no. 2
(April 1995):
172.
(3)
James L. McClelland,
Bruce L. McNaughton, and Randall
C. O’Reilly, “Why There Are
Complementary Learning Systems in
the Hippocampus and Neocortex:
Insights from the Successes and
Failures of Connectionist Models
of Learning and Memory,”
Psychology Review
102, no. 3 (July 1995): 424-25,
440, 447,
453.
(4)
Lynn Nadel et al.,
“Multiple Trace Theory of Human
Memory: Computational,
Neuroimaging, and
Neuropsychological Results,”
Hippocampus 10, no. 4
(2000):
358–65.
(5)
According to this
theory, seemingly preserved
remote episodic memories in
people with hippocampal injury
may, in fact, be semantic
memories.
(6)
William B. Scoville
and Brenda Milner, “Loss of
Recent Memory After Bilateral
Hippocampal Lesions,” Journal of
Neurology and Neurosurgical
Psychiatry 20, no. 1
(February 1957): 16–67; Suzanne
Corkin, “What’s New with the
Amnesic Patient H. M.?” Nature Reviews
Neuroscience 3, no. 2
(February 2002): 15; Larry R.
Squire, “The Legacy of Patient H.
M. for Neuroscience,” Neuron
61, no. 1 (January 2019):
6.
(7)
Demis Hassabis et
al., “Patients with Hippocampal
Amnesia Cannot Imagine New
Experiences,” Proceedings of the
National Academy of Sciences of
the United States 104,
no. 5 (January 2007):
1726–31.
(8)
Donna R. Addis,
Alana T. Wong, and Daniel L.
Schacter, “Remembering the Past
and Imagining the Future: Common
and Distinct Neural Substrates
During Event Construction and
Elaboration,” Neuropsychologia 45,
no. 7 (April 2007): 1363–77; Karl
K. Szpunar, Jason M. Watson, and
Kathleen B. McDermott, “Neural
Substrates of Envisioning the
Future,” Proceedings of the National
Academy of Sciences of the United
States 104, no. 2
(January 2007):
642–7.
(9)
Randy L. Buckner,
Jessica R. Andrews-Hanna, and
Daniel L. Schacter, “The Brain’s
Default Network: Anatomy,
Function, and Relevance to
Disease,” Annals of the New York Academy
of Science 1124 (March
2008):
2-3.
(10)
Marcus E. Raichle et
al., “A Default Mode of Brain
Function,” Proceedings of the
National Academy of Sciences of
the United States 98,
no. 2 (January 2001): 676,
682.
(11)
Buckner,
Andrews-Hanna, and Schacter, “The
Brain’s Default Network,” 20–24;
Reece P. Roberts and Donna R.
Addis, “A Common Mode of
Processing Governing Divergent
Thinking and Future Imagination,”
in The
Cambridge Handbook of the
Neuroscience of
Creativity, ed. Rex E.
Jung and Oshin Vartanian
(Cambridge: Cambridge University
Press, 2018),
213–15.
(12)
News Staff,
“Breakthrough of the Year: The
Runners-Up,” Science
318, no. 5858 (December 2007):
1848-49a.
الفصل الثاني: الذاكرة الزائفة
(1)
Henry L. Roediger
and Kathleen B. McDermott,
“Creating False Memories:
Remembering Words Not Presented
in Lists,” Journal of
Experimental
Psychology: Learning, Memory, and
Cognition 21, no. 4
(1995):
803–14.
(2)
Michael Craig,
“Memory and Forgetting,” in
Encyclopedia of
Behavioral
Neuroscience, ed.
Sergio Della Sala et al.
(Amsterdam: Elsevier, 2021),
425–31.
(3)
Sanjida O’Connell,
“The Perils of Relying on Memory
in Court.” Telegraph, December
15, 2008,
https://www.telegraph.co.uk/technology/3778272/The-perils-of-relying-on-memory-in-court.html.
(4)
Elizabeth F. Loftus
and Katherine Ketcham, “Truth or
Invention: Exploring the
Repressed Memory Syndrome;
Excerpt from ‘The Myth of
Repressed Memory,’” Cosmopolitan, April
1995,
https://staff.washington.edu/eloftus/Articles/Cosmo.html;
Lauren Slater, Opening Skinner’s
Box: Great Psychological
Experiments of the Twentieth
Century (New York:
Norton, 2005), 181–203; Buckner
F. Melton, Jr., “George Franklin
Trial: 1990-91,”
Encyclopedia.com, accessed June
28, 2022,
https://www.encyclopedia.com/law/law-magazines/george-franklin-trial-1990-91;
Stephanie Denzel, “George
Franklin,” The National Registry
of Exonerations, updated May 2,
2022
https://www.law.umich.edu/special/exoneration/Pages/casedetail.aspx?caseid=3221.
(5)
“Rodney Halbower,”
Wikipedia, updated April 27,
2022,
https://en.wikipedia.org/wiki/Rodney_Halbower.
(6)
Lawrence Wright,
“Remembering Satan—Part II. What
Was Going On in Thurston
County?,” New Yorker, May 16,
1993,
https://www.newyorker.com/magazine/1993/05/24/remembering-satan-part-ii;
Mark L. Howe and Lauren M. Knott,
“The Fallibility of Memory in
Judicial Processes: Lessons from
the Past and Their Modern
Consequences,” Memory
23, no. 5 (2015): 636–47;
“Thurston County Ritual Abuse
Case,” Wikipedia, updated
December 9, 2021,
https://en.wikipedia.org/wiki/Thurston_County_ritual_abuse_case.
(7)
Richard J. Ofshe,
“Inadvertent Hypnosis During
Interrogation: False Confession
Due to Dissociative State;
Mis-identified Multiple
Personality and the Satanic Cult
Hypothesis,” International
Journal of Clinical and
Experimental Hypnosis
40, no. 3 (1992):
152.
(8)
Wright, “Remembering
Satan”; Ofshe, “Inadvertent
Hypnosis During Interrogation,”
125–56.
(9)
Karen A. Olio and
William F. Cornell, “The Facade
of Scientific Documentation: A
Case Study of Richard Ofshe’s
Analysis of the Paul Ingram
case,” Psychology, Public Policy, and
Law 4, no. 4 (1998):
1194-95.
(10)
Elizabeth F. Loftus,
“Planting Misinformation in the
Human Mind: A 30-Year
Investigation of the Malleability
of Memory,” Learning &
Memory 12, no. 4
(2005):
361–66.
(11)
Elizabeth F. Loftus
and Jacqueline E. Pickrell, “The
Formation of False Memories,”
Psychiatric Annals
25, no. 12 (December 1995):
720–25.
(12)
Kimberley A. Wade et
al., “A Picture Is Worth a
Thousand Lies: Using False
Photographs to Create False
Childhood Memories,” Psychonomic
Bulletin &
Review 9, no. 3
(September 2002):
597–603.
(13)
Daniel L. Schacter,
“Constructive Memory: Past and
Future,” Dialogues in Clinical
Neuroscience 14, no. 1
(March 2012):
8.
(14)
Schacter,
“Constructive Memory,”
11.
الفصل الثالث: خلايا المكان وإعادة العرض في الحُصين
(1)
T. V. Bliss and A.
R. Gardner-Medwin, “Long-Lasting
Potentiation of Synaptic
Transmission in the Dentate Area
of the Unanaesthetized Rabbit
Following Stimulation of the
Perforant Path,” Journal of
Physiology 232, no. 2
(July 1973): 357–74; T. V. Bliss
and T. Lomo, “Long-Lasting
Potentiation of Synaptic
Transmission in the Dentate Area
of the Anaesthetized Rabbit
Following Stimulation of the
Perforant Path,” Journal of
Physiology 232, no. 2
(July 1973):
331–56.
(2)
Steve Ramirez et
al., “Creating a False Memory in
the Hippocampus,” Science
341, no. 6144 (July 2013):
387–91.
(3)
John O’Keefe and
Jonathan Dostrovsky, “The
Hippocampus as a Spatial Map:
Preliminary Evidence from Unit
Activity in the Freely-Moving
Rat,” Brain Research 34,
no. 1 (November 1971):
171–75.
(4)
John O’Keefe and
Lynn Nadel, The Hippocampus as
a Cognitive Map
(Oxford: Clarendon, 1978),
217–30.
(5)
Arne D. Ekstrom et
al., “Cellular Networks
Underlying Human Spatial
Navigation,” Nature
425, no. 6954 (September 2003):
184–88.
(6)
Nobelförsamlingen,
“Press release. The 2014 Nobel
Prize in Physiology or Medicine.
2014,” October 6, 2014,
https://www.nobelprize.org/prizes/medicine/2014/press-release/.
(7)
For example, William
B. Levy, “A Sequence Predicting
CA3 Is a Flexible Associator That
Learns and Uses Context to Solve
Hippocampal-Like Tasks,”
Hippocampus 6, no. 6
(1996):
579–90.
(8)
Gyorgy Buzsaki,
“Hippocampal Sharp Wave-Ripple: A
Cognitive Biomarker for Episodic
Memory and Planning,” Hippocampus 25, no.
10 (October 2015):
1073.
(9)
Larry R. Squire and
Pablo Alvarez, “Retrograde
Amnesia and Memory Consolidation:
A Neurobiological Perspective,”
Current
Opinions in
Neurobiology 5, no. 2
(April 1995):
171-72.
(10)
Kenway Louie and
Matthew A. Wilson, “Temporally
Structured Replay of Awake
Hippocampal Ensemble Activity
During Rapid Eye Movement Sleep,”
Neuron 29, no. 1
(January 2001):
145–56.
(11)
Albert K. Lee and
Matthew A. Wilson, “Memory of
Sequential Experience in the
Hippocampus During Slow Wave
Sleep,” Neuron 36, no. 6
(December 2002):
1183–94.
(12)
An earlier study by
Skaggs and McNaughton also showed
that the temporal order of
activity between two place cells
during sleep reflects that during
spatial exploration before sleep.
William E. Skaggs and Bruce L.
McNaughton, “Replay of Neuronal
Firing Sequences in Rat
Hippocampus During Sleep
Following Spatial Experience,”
Science
271, no. 5257 (March
1996):
1870–73.
(13)
David J. Foster and
Matthew A. Wilson, “Reverse
Replay of Behavioural Sequences
in Hippocampal Place Cells During
the Awake State,” Nature
440, no. 7084 (March 2006):
680–83; Kamran Diba and Gyorgy
Buzsaki, “Forward and Reverse
Hippocampal Place-Cell Sequences
During Ripples,” Nature
Neuroscience 10, no.
10 (October 2007):
1241-42.
(14)
Yvonne Y. Chen et
al., “Stability of Ripple Events
During Task Engagement in Human
Hippocampus,” Cell
Reports 35, no. 13
(2021): 109304; Anli A. Liu et
al., “A Consensus Statement on
Detection of Hippocampal Sharp
Wave Ripples and Differentiation
from Other Fast Oscillations,”
Nature
Communications 13
(2022):
6000.
(15)
Anoopum S. Gupta et
al., “Hippocampal Replay Is Not a
Simple Function of Experience,”
Neuron 65, no. 5
(March 2010):
695–705.
(16)
Zeb Kurth-Nelson et
al., “Fast Sequences of
Non-Spatial State Representations
in Humans,” Neuron
91, no. 1 (July 2016): 194–204;
Yunzhe Liu et al., “Human Replay
Spontaneously Reorganizes
Experience,” Cell
178, no. 3 (July 2019):
640–52.e14.
(17)
Daoyun Ji and
Matthew A. Wilson, “Coordinated
Memory Replay in the Visual
Cortex and Hippocampus During
Sleep,” Nature Neuroscience
10, no. 1 (January 2007):
100–7.
(18)
Nicolas W. Schuck
and Yael Niv, “Sequential Replay
of Nonspatial Task States in the
Human Hippocampus,” Science
364, no. 6447 (June
2019).
(19)
Cameron Higgins et
al., “Replay Bursts in Humans
Coincide with Activation of the
Default Mode and Parietal Alpha
Networks,” Neuron
109, no. 5 (March 2021):
882–93.e7.
(20)
Nikos K. Logothetis
et al., “Hippocampal-Cortical
Interaction During Periods of
Subcortical Silence,” Nature
491, no. 7425 (November 2012):
547–53.
الجزء الثاني: السيمفونية العصبية للخيال
الفصل الرابع: الدوائر العصبية في الحُصين
(1)
Nikolaos Tzakis and
Matthew R. Holahan, “Social
Memory and the Role of the
Hippocampal CA2 Region,”
Frontiers
in Behavioral
Neuroscience 13
(2019): 233; Andrew B. Lehr et
al., “CA2 Beyond Social Memory:
Evidence for a Fundamental Role
in Hippocampal Information
Processing,” Neuroscience
& Biobehavioral
Reviews 126 (July
2021):
407-8.
(2)
There are excitatory
(or principal) neurons as well as
inhibitory neurons (or local
interneurons) in the brain. There
are also excitatory and
inhibitory connections between
neurons. Here we consider only
excitatory neurons and excitatory
connections for the sake of
simplicity. See David G. Amaral,
Norio Ishizuka, and Brenda
Claiborne, “Neurons, Numbers and
the Hippocampal Network,”
Progress
in Brain Research 83
(1990):
7–9.
(3)
David Marr, “Simple
Memory: A Theory for
Archicortex,” Philosophical
Transactions of the Royal Society
B: Biological Sciences
262, no. 841 (July 1971):
23–81.
(4)
Donald O. Hebb,
The
Organization of Behavior: A
Psychological Theory
(New York: Wiley, 1949),
60–66.
(5)
Gyorgy Buzsaki,
“Hippocampal Sharp Wave-Ripple: A
Cognitive Biomarker for Episodic
Memory and Planning,” Hippocampus 25, no.
10 (October 2015):
1075-76.
(6)
CA1 is not
completely without recurrent
projections, but they are much
weaker and directed differently
compared to those of CA3. CA1
neurons project along the
longitudinal axis (perpendicular
to the cross-sectional plane) to
connect with CA1 neurons in other
cross-sections. Sunggu Yang et
al., “Interlamellar CA1 Network
in the Hippocampus,” Proceedings of the
National Academy of Sciences of
the United States 111,
no. 35 (September 2014):
12919–24.
الفصل الخامس: اتخاذ القرار على أساس القيمة
(1)
Wolfram Schultz,
Peter Dayan, and P. Read
Montague, “A Neural Substrate of
Prediction and Reward,” Science
275, no. 5306 (March 1997):
1593–99.
(2)
Schultz, Dayan, and
Montague, “A Neural Substrate of
Prediction and Reward,”
1593–99.
(3)
Wolfram Schultz et
al., “Reward-Related Activity in
the Monkey Striatum and
Substantia Nigra,” Progress in Brain
Research 99 (1993):
227–35.
(4)
Daeyeol Lee, Hyojung
Seo, and Min W. Jung, “Neural
Basis of Reinforcement Learning
and Decision Making,” Annual Review of
Neuroscience 35
(2012): 291–93; Camillo
Padoa-Schioppa and Katherine E.
Conen, “Orbitofrontal Cortex: A
Neural Circuit for Economic
Decisions,” Neuron
96, no. 4 (November 2017):
739–42,
745–47.
(5)
Hyunjung Lee et al.,
“Hippocampal Neural Correlates
for Values of Experienced
Events,” Journal of
Neuroscience 32, no.
43 (October 2012): 15053–65;
Sung-Hyun Lee et al., “Neural
Signals Related to Outcome
Evaluation Are Stronger in CA1
than CA3,” Frontiers in Neural
Circuits 11 (2017):
40; Eric B. Knudsen and Joni D.
Wallis, “Hippocampal Neurons
Construct a Map of an Abstract
Value Space,” Cell
184, no. 18 (September 2021):
4640–50 e10; Saori C. Tanaka et
al., “Prediction of Immediate and
Future Rewards Differentially
Recruits Cortico-Basal Ganglia
Loops,” Nature Neuroscience
7, no. 8 (August 2004): 887–93;
Katherine Duncan et al., “More
Than the Sum of Its Parts: A Role
for the Hippocampus in Configural
Reinforcement Learning,”
Neuron 98, no. 3 (May
2018):
645–57.
(6)
Lee, Seo, and Jung,
“Neural Basis of Reinforcement
Learning and Decision Making,”
291–93; Eun J. Shin et al.,
“Robust and Distributed Neural
Representation of Action Values,”
eLife 10 (April
2021):
e53045.
(7)
Lee, Seo, and Jung,
“Neural Basis of Reinforcement
Learning and Decision Making,”
291–93.
(8)
The suprachiasmatic
nucleus of the hypothalamus
controls our physiology and
behavior in accordance with the
twenty-four-hour cycle. It is
considered the master clock for
the entire
body.
(9)
Lee et al.,
“Hippocampal Neural Correlates
for Values of Experienced
Events,”
15053–65.
(10)
Lee et al., “Neural
Signals Related to Outcome
Evaluation Are Stronger in CA1
than CA3,”
40.
(11)
Robert J. McDonald
and Norman M. White, “A Triple
Dissociation of Memory Systems:
Hippocampus, Amygdala, and Dorsal
Striatum,” Behavioral
Neuroscience 107, no.
1 (February 1993): 15–18; Mark G.
Packard and Barbara J. Knowlton,
“Learning and Memory Functions of
the Basal Ganglia,” Annual Review of
Neuroscience 25
(2002):
579–83.
(12)
Yeongseok Jeong et
al., “Role of the Hippocampal CA1
Region in Incremental Value
Learning,” Scientific
Reports 8, no. 1 (June
2018):
9870.
(13)
This is a technique
commonly used in neuroscience to
activate or silence specific
types of cells in the brain.
Synthetic proteins are expressed
in target cells in a target brain
area. The activation of the
synthetic proteins by a compound
(usually given to an animal by
systemic injection) activates or
turns off synthetic
protein-expressing cells
selectively.
الفصل السادس: تَذكُّر مكافآت المستقبل المُجزية
(1)
Min W. Jung et al.,
“Remembering Rewarding Futures: A
Simulation-Selection Model of the
Hippocampus,” Hippocampus 28, no.
12 (December 2018):
913–30.
(2)
Sunggu Yang et al.,
“Interlamellar CA1 Network in the
Hippocampus,” Proceedings of the
National Academy of Sciences of
the United States 111,
no. 35 (September 2014):
12919–24.
(3)
Gyorgy Buzsaki,
“Hippocampal Sharp Wave-Ripple: A
Cognitive Biomarker for Episodic
Memory and Planning,” Hippocampus 25, no.
10 (October 2015):
1075-76.
(4)
Federico Stella et
al., “Hippocampal Reactivation of
Random Trajectories Resembling
Brownian Diffusion,” Neuron
102, no. 2 (April 2019):
450–61.
(5)
Matthijs van der
Meer, Zeb Kurth-Nelson, and A.
David Redish, “Information
Processing in Decision-Making
Systems,” Neuroscientist 18,
no. 4 (August 2012): 352–54;
Giovanni Pezzulo et al.,
“Internally Generated Sequences
in Learning and Executing
Goal-Directed Behavior,”
Trends in
Cognitive Sciences 18,
no. 12 (December 2014): 652–54;
Andrew M. Wikenheiser and
Geoffrey Schoenbaum, “Over the
River, through the Woods:
Cognitive Maps in the Hippocampus
and Orbitofrontal Cortex,”
Nature
Reviews Neuroscience
17, no. 8 (August 2016):
521.
(6)
Testing replays of
spatial trajectories requires
simultaneous recording of a
sufficiently large number of
place cells (on the order of
ten). However, monitoring single
place cell activity is sufficient
to test reactivation during
sharp-wave ripples (i.e., the
degree to which a particular
place cell is active together
with sharp-wave
ripples).
(7)
Annabelle C. Singer
and Loren M. Frank, “Rewarded
Outcomes Enhance Reactivation of
Experience in the Hippocampus,”
Neuron 64, no. 6
(December 2009): 910–21; David
Dupret et al., “The
Reorganization and Reactivation
of Hippocampal Maps Predict
Spatial Memory Performance,”
Nature
Neuroscience 13, no. 8
(August 2010):
995–1002.
(8)
Brad E. Pfeiffer,
and David J. Foster, “Hippocampal
Place-Cell Sequences Depict
Future Paths to Remembered
Goals.” Nature 497, no. 7447
(May 2013): 74–79; H. Freyja
Olafsdottir et al., “Hippocampal
Place Cells Construct Reward
Related Sequences through
Unexplored Space,” eLife 4
(June 2015): e06063; R. Ellen
Ambrose, Brad E. Pfeiffer, and
David J. Foster, “Reverse Replay
of Hippocampal Place Cells Is
Uniquely Modulated by Changing
Reward,” Neuron 91, no. 5
(September 2016): 1124–36;
Baburam Bhattarai, Jong W. Lee,
and Min W. Jung, “Distinct
Effects of Reward and Navigation
History on Hippocampal Forward
and Reverse Replays,” Proceedings of the
National Academy of Sciences of
the United States 117,
no. 1 (January 2020):
689–97.
(9)
Lisa Bulganin and
Bianca C. Wittmann, “Reward and
Novelty Enhance Imagination of
Future Events in a
Motivational-Episodic Network,”
PLoS
One 10, no. 11 (2015):
e0143477; Matthias J. Gruber et
al., “Post-learning Hippocampal
Dynamics Promote Preferential
Retention of Rewarding Events,”
Neuron 89, no. 5
(March 2016):
1110–20.
(10)
Jung et al.,
“Remembering Rewarding Futures,”
913–30.
(11)
Bruce L. McNaughton,
“Neuronal Mechanisms for Spatial
Computation
and Information Storage,” in
Neural
Connections, Mental
Computations, ed. Lynn
Nadel et al. (Cambridge, MA: MIT
Press, 1989), 305; Edmund T.
Rolls, “Functions of Neuronal
Networks in the Hippocampus and
Cerebral Cortex in Memory,” in
Models of
Brain Function, ed.
Rodney M. J. Cotterill
(Cambridge: Cambridge University
Press, 1989), 18–21; James J.
Knierim, and Joshua Neunuebel,
“Tracking the Flow of Hippocampal
Computation: Pattern Separation,
Pattern Completion, and Attractor
Dynamics,” Neurobiology of
Learning and Memory
129 (March 2016):
39–46.
(12)
Jong W. Lee and Min
W. Jung, “Separation or Binding?
Role of the Dentate Gyrus in
Hippocampal Mnemonic Processing,”
Neuroscience &
Biobehavioral Reviews
75 (April 2017):
183–91.
(13)
Richard S. Sutton,
“Dyna, an Integrated Architecture
for Learning, Planning, and
Reacting,” ACM Sigart
Bulletin 2, no. 4
(1991): 160–63377; Richard S.
Sutton and Andrew G. Barto,
Reinforcement Learning: An
Introduction
(Cambridge, MA: MIT Press, 1998),
230–35.
الفصل السابع: تطور الخيال
(1)
Joseph R. Manns and
Howard Eichenbaum, “Evolution of
Declarative Memory,” Hippocampus 16, no. 9
(2006):
796–98.
(2)
Verner P. Bingman,
Cosme Salas, and Fernando
Rodríguez, “Evolution of the
Hippocampus,” in Encyclopedia of
Neuroscience, ed. Marc
D. Binder, Nobutaka Hirokawa and
Uwe Windhorst (Berlin: Springer,
2009), 1356–60; Christina Herold,
Vincent J. Coppola, and Verner P.
Bingman, “The Maturation of
Research into the Avian
Hippocampal Formation: Recent
Discoveries from One of the
Nature’s Foremost Navigators,”
Hippocampus 25, no.
11 (November 2015): 1194–200;
Georg F. Striedter, “Evolution of
the Hippocampus in Reptiles and
Birds,” Journal of Comparative
Neurology 524, no. 3
(February 15 2016):
497–507.
(3)
Sara J.
Shettleworth, “Spatial Memory in
Food-Storing Birds,” Philosophical
Transactions of the Royal Society
B: Biological Sciences
329, no. 1253 (1990):
143–51.
(4)
Jennifer J. Siegel,
Douglas Nitz, and Verner P.
Bingman, “Lateralized Functional
Components of Spatial Cognition
in the Avian Hippocampal
Formation: Evidence from
Single-Unit Recordings in Freely
Moving Homing Pigeons,” Hippocampus 16, no. 2
(2006): 125–40; Jennifer J.
Siegel, Douglas Nitz, and Verner
P. Bingman, “Spatial- Specificity
of Single-Units in the
Hippocampal Formation of Freely
Moving Homing Pigeons,” Hippocampus 15, no. 1
(2005):
26–40.
(5)
Randy L. Buckner,
Jessica R. Andrews-Hanna, and
Daniel L. Schacter, “The Brain’s
Default Network: Anatomy,
Function, and Relevance to
Disease,” Annals of the New York Academy
of Sciences 1124
(March 2008): 20–24,
30.
(6)
Nina Patzke et al.,
“In Contrast to Many Other
Mammals, Cetaceans Have
Relatively Small Hippocampi That
Appear to Lack Adult
Neurogenesis,” Brain Structure and
Function 220, no. 1
(January 2015):
361–83.
(7)
Maya Geva-Sagiv et
al., “Spatial Cognition in Bats
and Rats: From Sensory
Acquisition to Multiscale Maps
and Navigation,” Nature Reviews
Neuroscience 16, no. 2
(February 2015): 96,
101-2.
(8)
T. A. Stevens and J.
R. Krebs, “Retrieval of Stored
Seeds by Marsh Tits Parus
Palustris in the
Field,” Ibis 128, no. 4
(1986):
513–25.
(9)
Hannah L. Payne,
Galen F. Lynch, and Dmitriy
Aronov, “Neural Representations
of Space in the Hippocampus of a
Food-Caching Bird,” Science
373, no. 6552 (July 2021):
343–48.
(10)
Elhanan Ben-Yishay
et al., “Directional Tuning in
the Hippocampal Formation of
Birds,” Current Biology 31,
no. 12 (June 2021):
2592–602.e4.
الجزء الثالث: الأساس العصبي للتجريد
الفصل الثامن: التفكير المجرد والقشرة المخية الحديثة
(1)
Howard Eichenbaum et
al., “The Hippocampus, Memory,
and Place Cells: Is It Spatial
Memory or a Memory Space?”
Neuron 23, no. 2
(June 1999):
213–15.
(2)
Charles R.
Gallistel, The Organization of
Learning (Cambridge,
MA: MIT Press, 1990), 338–40;
Sara J. Shettleworth, Cognition,
Evolution, and
Behavior, 2nd ed.
(Oxford: Oxford University Press,
2010), 190–208, 421–55;
Christopher Krupenye and Josep
Call, “Theory of Mind in Animals:
Current and Future Directions,”
Wiley
Interdisciplinary Reviews:
Cognitive Science 10,
no. 6 (November 2019): e1503;
Caio A. Lage, De Wet Wolmarans,
and Daniel C. Mograbi, “An
Evolutionary View of
Self-Awareness,” Behavioural
Processes 194 (January
2022):
104543.
(3)
Carol A. Seger and
Earl K. Miller, “Category
Learning in the Brain,” Annual Review of
Neuroscience 33
(2010): 205–9; Raymond P. Kesner
and John C. Churchwell, “An
Analysis of Rat Prefrontal Cortex
in Mediating Executive Function,”
Neurobiology of Learning and
Memory 96, no. 3
(October 2011): 422-23; Sébastien
Tremblay, K. M. Sharika, and
Michael L. Platt, “Social
Decision-Making and the Brain: A
Comparative Perspective,”
Trends in
Cognitive Sciences 21,
no. 4 (April 2017): 269-70;
Farshad A. Mansouri, David J.
Freedman, and Mark J. Buckley,
“Emergence of Abstract Rules in
the Primate Brain,” Nature Reviews
Neuroscience 21, no.
11 (November 2020): 597–602;
Prabaha Gangopadhyay et al.,
“Prefrontal-Amygdala Circuits in
Social Decision-Making,”
Nature
Neuroscience 24, no. 1
(January 2023):
5–13.
(4)
Immanuel Kant,
Critique
of Pure Reason, ed.
Paul Guyer and Allen W. Wood
(Cambridge: Cambridge University
Press, 1999), 110, 127–29,
136–38.
(5)
Kant, Critique of Pure
Reason, 157–59,
178–80.
(6)
Torkel Hafting et
al., “Microstructure of a Spatial
Map in the Entorhinal Cortex,”
Nature 436, no. 7052
(August 2005):
801–6.
(7)
Eric L. Hargreaves
et al., “Major Dissociation
between Medial and Lateral
Entorhinal Input to Dorsal
Hippocampus,” Science
308, no. 5729 (June 2005):
1792–94.
(8)
Alexandra O.
Constantinescu, Jill X. O’Reilly,
and Timothy E. J. Behrens,
“Organizing Conceptual Knowledge
in Humans with a Gridlike Code,”
Science 352, no. 6292
(June 2016): 1464–68; Seongmin A.
Park, Douglas S. Miller, and Erie
D. Boorman, “Inferences on a
Multidimensional Social Hierarchy
Use a Grid-Like Code,” Nature
Neuroscience 24, no. 9
(September 2021):
1292–301.
(9)
Timothy E. J.
Behrens et al., “What Is a
Cognitive Map? Organizing
Knowledge for Flexible Behavior,”
Neuron 100, no. 2
(October 2018):
502–4.
(10)
Kant, Critique of Pure
Reason, 127–29,
136–38.
(11)
Gilbert Ryle,
The
Concept of Mind (New
York: Barnes and Noble, 1949),
16.
(12)
“Gilbert Ryle,”
Wikipedia, updated October 28,
2021,
https://en.wikipedia.org/wiki/Gilbert_Ryle.
(13)
Note that the
cerebellum is also involved in a
wide range of cognitive tasks.
Richard B. Ivry and Juliana V.
Baldo, “Is the Cerebellum
Involved in Learning and
Cognition?” Current Opinion in
Neurobiology 2, no. 2
(1992): 214; Maedbh King et al.,
“Functional Boundaries in the
Human Cerebellum Revealed by a
Multi-Domain Task Battery,”
Nature
Neuroscience 22, no. 8
(2019):
1371–78.
(14)
Suzana
Herculano-Houzel et al., “The
Elephant Brain in Numbers,”
Frontiers
in Neuroanatomy 8
(2014):
46.
(15)
David C. Van Essen,
Chad J. Donahue, and Matthew F.
Glasser, “Development and
Evolution of Cerebral and
Cerebellar Cortex,” Brain, Behavior and
Evolution 91, no. 3
(2018): 159; Suzana
Herculano-Houzel, “The Human
Brain in Numbers: A Linearly
Scaled-Up Primate Brain,”
Frontiers
in Human Neuroscience
3 (2009):
31.
(16)
Herculano-Houzel,
“The Human Brain in Numbers,”
31.
(17)
Cornelia McCormick
et al., “Mind-Wandering in People
with Hippocampal Damage,”
Journal
of Neuroscience 38,
no. 11 (March 2018):
2745–54.
(18)
Jon H. Kaas, “The
Origin and Evolution of
Neocortex: From Early Mammals to
Modern Humans,” Progress in Brain
Research 250 (2019):
72-73.
(19)
Ferris Jabr, “How
Humans Evolved Supersize Brains,”
Quanta
Magazine, November 10,
2014,
https://www.quantamagazine.org/how-humans-evolved-supersize-brains-20151110/.
(20)
Kaas, “The Origin
and Evolution of Neocortex,”
64.
(21)
Bradley L. Schlaggar
and Dennis D. O’Leary, “Potential
of Visual Cortex to Develop an
Array of Functional Units Unique
to Somatosensory Cortex,”
Science 252, no. 5012
(June 1991):
1556–60.
(22)
Leslie C. Aiello and
Peter Wheeler, “The
Expensive-Tissue Hypothesis: The
Brain and the Digestive System in
Human and Primate Evolution,”
Current
Anthropology 36, no. 2
(1995):
201–8.
(23)
Rachel N. Carmody
and Richard W Wrangham, “The
Energetic Significance of
Cooking,” Journal of Human
Evolution 57, no. 4
(October 2009): 380–86; Karina
Fonseca-Azevedo and Suzana
Herculano-Houzel, “Metabolic
Constraint Imposes Tradeoff
between Body Size and Number of
Brain Neurons in Human
Evolution,” Proceedings of the
National Academy of Sciences of
the United States 109,
no. 45 (November 2012):
18571–6.
(24)
Alianda M. Cornelio
et al., “Human Brain Expansion
During Evolution Is Independent
of Fire Control and Cooking,”
Frontiers
in Neuroscience 10
(2016):
167.
(25)
Yuval Noah Harari,
Sapiens:
A Brief History of
Humankind, trans.
Hyun-Wook Cho (Paju, South Korea:
Gimm-Young, 2015),
50–60.
الفصل التاسع: القشرة الجبهية الأمامية
(1)
Chad J. Donahue et
al., “Quantitative Assessment of
Prefrontal Cortex in Humans
Relative to Nonhuman Primates,”
Proceedings of the National
Academy of Sciences of the United
States 115, no. 22
(May 2018):
E5183–E92.
(2)
John M.
Harlow, “Recovery from the
Passage of an Iron Bar through
the Head,” Publication of the
Massachusetts Medical
Society 2, no. 3
(1868):
329–47.
(3)
Tim Shallice and
Lisa Cipolotti, “The Prefrontal
Cortex and Neurological
Impairments of Active Thought,”
Annual
Review of Psychology
69 (January 2018):
169.
(4)
Patrick Murphy et
al., “Impairments in Proverb
Interpretation Following Focal
Frontal Lobe Lesions,” Neuropsychologia 51,
no. 11 (September 2013):
2075–86.
(5)
Andreas Nieder,
“Supramodal Numerosity
Selectivity of Neurons in Primate
Prefrontal and Posterior Parietal
Cortices,” Proceedings of the
National Academy of Sciences of
the United States 109,
no. 29 (July 2012):
11860–5.
(6)
Andreas Nieder, “The
Neuronal Code for Number,”
Nature
Reviews Neuroscience
17, no. 6 (2016):
367–69.
(7)
Numerous studies,
such as the following, have found
neural activity related to
abstract concepts in the rodent
prefrontal cortex: Erin L. Rich
and Matthew Shapiro, “Rat
Prefrontal Cortical Neurons
Selectively Code Strategy
Switches,” Journal of
Neuroscience 29, no.
22 (June 2009): 7208–19; Gregory
B. Bissonette and Matthew R.
Roesch, “Neural Correlates of
Rules and Conflict in Medial
Prefrontal Cortex During Decision
and Feedback Epochs,” Frontiers in
Behavioral
Neuroscience 9 (2015):
266; James M. Hyman et al.,
“Contextual Encoding by Ensembles
of Medial Prefrontal Cortex
Neurons,” Proceedings of the National
Academy of Sciences of the United
States 109, no. 13
(March 2012): 5086–91; Sandra
Reinert et al., “Mouse Prefrontal
Cortex Represents Learned Rules
for Categorization,” Nature
593, no. 7859 (May 2021):
411–17.
(8)
David S. Tait, E.
Alexander Chase, and Verity J.
Brown, “Attentional Set-Shifting
in Rodents: A Review of
Behavioural Methods and
Pharmacological Results,”
Current
Pharmaceutical Design
20, no. 31 (2014):
5046–59.
(9)
Iroise Dumontheil,
“Development of Abstract Thinking
During Childhood and Adolescence:
The Role of Rostrolateral
Prefrontal Cortex,” Developmental
Cognitive Neuroscience
10 (October 2014):
64–69.
(10)
Dumontheil,
“Development of Abstract Thinking
During Childhood and
Adolescence,” 59; David Badre,
“Cognitive Control, Hierarchy,
and the Rostro-Caudal
Organization of the Frontal
Lobes,” Trends in Cognitive
Science 12, no. 5 (May
2008):
194-95.
الفصل العاشر: الثورة البشرية والتغيرات الدماغية المرتبطة بها
(1)
Ofer Bar-Yosef, “The
Upper Paleolithic Revolution,”
Annual
Review of Anthropology
31, no. 1 (2002): 364–69; Pamela
R. Willoughby, “Modern Human
Behavior,” in Oxford Research
Encyclopedia of
Anthropology,
published online May 29, 2020,
https://doi.org/10.1093/acrefore/9780190854584.013.46.
(2)
Gillian M.
Morriss-Kay, “The Evolution of
Human Artistic Creativity,”
Journal
of Anatomy 216, no. 2
(February 2010):
166.
(3)
Morriss-Kay, “The
Evolution of Human Artistic
Creativity,” 171; Dahlia W.
Zaidel, “Art and Brain: The
Relationship of Biology and
Evolution to Art,” Progress in Brain
Research 204 (2013):
218, 223.
(4)
Julien
Riel-Salvatore and Claudine
Gravel-Miguel, “Upper
Palaeolithic Mortuary Practices
in Eurasia: A Critical Look at
the Burial Record,” in The Oxford Handbook
of the Archaeology of Death and
Burial, ed. Liv N.
Stutz and Sarah Tarlow (Oxford:
Oxford University Press, 2013),
303,
335-36.
(5)
Judith Thurman,
“First Impressions: What Does the
World’s Oldest Art Say about Us?”
New
Yorker, June 16,
2008.
(6)
Takanori Kochiyama
et al., “Reconstructing the
Neanderthal Brain Using
Computational Anatomy,” Scientific
Reports 8, no. 1
(April 2018): 6296; Axel
Timmermann, “Quantifying the
Potential Causes of Neanderthal
Extinction: Abrupt Climate Change
Versus Competition and
Interbreeding,” Quaternary Science
Reviews 238 (2020):
106331.
(7)
R. Gabriel Joseph,
Frontal
Lobes: Neuroscience,
Neuropsychology, Neuropsychiatry
(Cambridge, MA:
Cosmology, 2011),
190–99.
(8)
Hélène Valladas et
al., “Thermoluminescence Dating
of Mousterian Troto-Cro-Magnon
Remains from Israel and the
Origin of Modern Man,” Nature
331, no. 6157 (1988):
614–16.
(9)
Ian McDougall,
Francis H. Brown, and John G.
Fleagle, “Stratigraphic Placement
and Age of Modern Humans from
Kibish, Ethiopia,” Nature
433, no. 7027 (2005): 733–36
Jean-Jacques Hublin et al., “New
Fossils from Jebel Irhoud,
Morocco and the Pan-African
Origin of Homo sapiens,”
Nature 546, no. 7657
(June 2017):
289–92.
(10)
Rebecca L. Cann,
Mark Stoneking, and Allan C.
Wilson, “Mitochondrial DNA and
Human Evolution,” Nature
325, no. 6099 (1987): 31–36;
Douglas C. Wallace, Michael D.
Brown, and Marie T. Lott,
“Mitochondrial DNA Variation in
Human Evolution and Disease,”
Gene 238, no. 1
(September 1999): 211–30; Renée
Hetherington and Robert G. B.
Reid, The
Climate Connection: Climate
Change and Modern Human Evolution
(Cambridge: Cambridge
University Press, 2010),
31–34.
(11)
Genetic evidence
indicates that Homo
sapiens interbred with
other early humans including
Neanderthals rather than
completely replacing them.
Philipp Gunz et al., “Neandertal
Introgression Sheds Light on
Modern Human Endocranial
Globularity,” Current
Biology 29, no. 1
(January 2019):
120–27.
(12)
Richard G. Klein,
“Out of Africa and the Evolution
of Human Behavior,” Evolutionary
Anthropology: Issues, News, and
Reviews 17, no. 6
(2008):
271.
(13)
Adam Powell, Stephen
Shennan, and Mark G. Thomas,
“Late Pleistocene Demography and
the Appearance of Modern Human
Behavior,” Science
324, no. 5932 (June 2009):
1298–301.
(14)
Stephen Davies,
“Behavioral Modernity in
Retrospect,” Topoi
40, no. 1 (2021):
228-29.
(15)
Amélie Beaudet,
Andrew Du, and Bernard Wood,
“Evolution of the Modern Human
Brain,” Progress in Brain
Research 250 (2019):
229–41.
(16)
Simon Neubauer,
Jean-Jacques Hublin, and Philipp
Gunz, “The Evolution of Modern
Human Brain Shape,” Science
Advances 4, no. 1
(2018):
eaao5961.
(17)
Neubauer, Hublin,
and Gunz, “The Evolution of
Modern Human Brain Shape,”
eaao5961.
(18)
Beaudet, Du, and
Wood, “Evolution of the Modern
Human Brain,” 228-29; Emiliano
Bruner et al., “The Brain and the
Braincase: A Spatial Analysis on
the Midsagittal Profile in Adult
Humans,” Journal of Anatomy
227, no. 3 (September 2015):
275.
(19)
Emiliano Bruner et
al., “Evidence for Expansion of
the Precuneus in Human
Evolution,” Brain Structure and
Function 222, no. 2
(March 2017):
1053–60.
(20)
Emiliano Bruner and
Sofia Pereira-Pedro, “A Metric
Survey on the Sagittal and
Coronal Morphology of the
Precuneus in Adult Humans,”
Brain
Structure and Function
225, no. 9 (December 2020):
2747–55; Emiliano Bruner et al.,
“Cortical Surface Area and
Cortical Thickness in the
Precuneus of Adult Humans,”
Neuroscience 286 (Feb
12 2015):
345–52.
(21)
Emiliano Bruner,
“Human Paleoneurology and the
Evolution of the Parietal
Cortex,” Brain, Behavior and
Evolution 91, no. 3
(2018):
143-44.
(22)
Andrea E. Cavanna
and Michael R. Trimble, “The
Precuneus: A Review of Its
Functional Anatomy and
Behavioural Correlates,”
Brain 129, part 3
(March 2006):
568–78.
(23)
The gray matter is
made up of neuronal cell bodies,
dendrites, and axons, and it is
responsible for processing
information. The white matter is
made up of nerve fibers that are
coated in a fatty substance
called myelin, which allows for
faster electrical transmission of
signals and connects different
areas of the brain to each
other.
(24)
Rebecca Chamberlain
et al., “Drawing on the Right
Side of the Brain: A Voxel-Based
Morphometry Analysis of
Observational Drawing,” Neuroimage 96 (August
2014):
167–73.
(25)
Shoji Tanaka and
Eiji Kirino, “Reorganization of
the Thalamocortical Network in
Musicians,” Brain
Research 1664 (June
2017):
48–54.
(26)
Qun-Lin Chen et al.,
“Individual Differences in Verbal
Creative Thinking Are Reflected
in the Precuneus,” Neuropsychologia 75
(August 2015):
441–49.
(27)
Emanuel Jauk et al.,
“Gray Matter Correlates of
Creative Potential: A Latent
Variable Voxel-Based Morphometry
Study,” Neuroimage 111 (May
2015):
312–20.
(28)
Debra A. Gusnard and
Marcus E. Raichle, “Searching for
a Baseline: Functional Imaging
and the Resting Human Brain,”
Nature
Reviews Neuroscience
2, no. 10 (October 2001):
690.
(29)
Amanda V. Utevsky,
David V. Smith, and Scott A.
Huettel, “Precuneus Is a
Functional Core of the
Default-Mode Network,” Journal of
Neuroscience 34, no. 3
(January 2014):
932–40.
(30)
Reece P. Roberts and
Donna Rose Addis, “A Common Mode
of Processing Governing Divergent
Thinking and Future Imagination,”
in The
Cambridge Handbook of the
Neuroscience of
Creativity, ed. Rex E.
Jung and Oshin Vartanian
(Cambridge: Cambridge University
Press, 2018), 213–15; Roger E.
Beaty, “The Creative Brain,”
Cerebrum (January
2020): cer-02-20; Oshin
Vartanian, “Neuroscience of
Creativity,” in The Cambridge
Handbook of
Creativity, ed. James
C. Kaufman and Robert J.
Sternberg (Cambridge: Cambridge
University Press, 2019),
156–59.
(31)
Jared Diamond, “The
Great Leap Forward,” in Technology and
Society: Issue for the 21st
Century and Beyond,
3rd ed., ed. Linda Hjorth,
Barbara Eichler, Ahmed Khan and
John Morello (Upper Saddle River,
NJ: Prentice Hall, 2008),
15.
الفصل الحادي عشر: الشبكة العصبية العميقة
(1)
Yann LeCun, Yoshua
Bengio, and Geoffrey Hinton,
“Deep Learning,” Nature
521, no. 7553 (May 2015): 436;
Alexander S. Lundervold and Arvid
Lundervold, “An Overview of Deep
Learning in Medical Imaging
Focusing on MRI,” Zeitschrift für
Medizinische Physik
29, no. 2 (May 2019): 102-3;
Roger Parloff, “Why Deep Learning
is Suddenly Changing Your Life,”
Fortune, September
29, 2016,
https://fortune.com/longform/ai-artificial-intelligence-deep-machine-learning/.
(2)
Hannes Schulz and
Sven Behnke, “Deep Learning:
Layer-Wise Learning of Feature
Hierarchies,” Künstliche
Intelligenz 26, no. 4
(2012):
357–63.
(3)
Quoc V. Le et al.,
“Building High-Level Features
Using Large Scale Unsupervised
Learning” (paper presented at the
Proceedings of the 29th
International Conference on
Machine Learning, 2012),
https://doi.org/10.48550/arXiv.1112.6209.
(4)
Gwangsu Kim et al.,
“Visual Number Sense in Untrained
Deep Neural Networks,” Science
Advances 7, no. 1
(2021):
eabd6127.
(5)
Seungdae Baek et
al., “Face Detection in Untrained
Deep Neural Networks,” Nature
Communications 12, no.
1 (Dec 16 2021):
7328.
(6)
Jon H. Kaas, “The
Origin and Evolution of
Neocortex: From Early Mammals to
Modern Humans,” Progress in Brain
Research 250 (2019):
64.
(7)
James J. DiCarlo,
Davide Zoccolan, and Nicole C.
Rust, “How Does the Brain Solve
Visual Object Recognition?”
Neuron 73, no. 3
(February 2012): 419-20; Jon H.
Kaas and Mary K. L. Baldwin, “The
Evolution of the Pulvinar Complex
in Primates and Its Role in the
Dorsal and Ventral Streams of
Cortical Processing,” Vision
4, no. 1 (December 2019): 3;
Sang-Han Choi et al., “Proposal
for Human Visual Pathway in the
Extrastriate Cortex by Fiber
Tracking Method Using
Diffusion-Weighted MRI,”
Neuroimage 220
(October 2020): 117145; Joshua H.
Siegle et al., “Survey of Spiking
in the Mouse Visual System
Reveals Functional Hierarchy,”
Nature 592, no. 7852
(April 2021):
86–92.
(8)
Hernan G. Rey et
al., “Single Neuron Coding of
Identity in the Human Hippocampal
Formation,” Current
Biology 30, no. 6
(March 2020):
1152–59.
(9)
Rodrigo Q. Quiroga,
“Concept Cells: The Building
Blocks of Declarative Memory
Functions,” Nature Reviews
Neuroscience 13, no. 8
(July 2012): 587–91; Rodrigo Q.
Quiroga et al., “Invariant Visual
Representation by Single Neurons
in the Human Brain,” Nature
435, no. 7045 (June 2005):
1102–7.
(10)
Julia Sliwa et al.,
“Independent Neuronal
Representation of Facial and
Vocal Identity in the Monkey
Hippocampus and Inferotemporal
Cortex,” Cerebral Cortex 26,
no. 3 (March 2016):
950–66.
(11)
Thérèse M. Jay,
Jacques Glowinski, and Anne-Marie
Thierry, “Selectivity of the
Hippocampal Projection to the
Prelimbic Area of the Prefrontal
Cortex in the Rat,” Brain
Research 505, no. 2
(December 1989): 337–40;
Priyamvada Rajasethupathy et al.,
“Projections from Neocortex
Mediate Top-Down Control of
Memory Retrieval,” Nature
526, no. 7575 (October 2015):
653–59; Ruchi Malik et al.,
“Top-Down Control of Hippocampal
Signal-to-Noise by Prefrontal
Long-Range Inhibition,” Cell
185, no. 9 (April 2022):
1602–17.
(12)
Michel A. Hofman,
“Evolution of the Human Brain:
When Bigger Is Better,” Frontiers in
Neuroanatomy 8 (2014):
15.
(13)
Lei Xing et al.,
“Expression of Human-Specific
ARHGAP11B in Mice
Leads to Neocortex Expansion and
Increased Memory Flexibility,”
EMBO
Journal 40, no. 13
(July 2021):
e107093.
(14)
Michael Heide et
al., “Human-Specific ARHGAP11B Increases
Size and Folding of Primate
Neocortex in the Fetal Marmoset,”
Science 369, no. 6503
(July 2020):
546–50.
الجزء الرابع: ما وراء الخيال والتجريد
الفصل الثاني عشر: مشاركة الأفكار والمعرفة من خلال اللغة
(1)
Mark Pagel, “Q&A:
What Is Human Language, When Did It
Evolve and Why Should We Care?”
BMC
Biology 15, no. 1
(July 2017):
64.
(2)
Pagel, “Q&A,”
64.
(3)
Marc D. Hauser et
al., “The Mystery of Language
Evolution,” Frontiers in
Psychology (2004):
401; Willem Zuidema and Arie
Verhagen, “What Are the Unique
Design Features of Language?
Formal Tools for Comparative
Claims,” Adaptive Behavior 18,
no. 1 (2010): 49–51; Sławomir
Wacewicz and Przemysław
Żywiczyński, “Language Evolution:
Why Hockett’s Design Features Are
a Non-Starter,” Biosemiotics 8, no. 1
(2005): 30–35; Michael D.
Beecher, “Why Are No Animal
Communication Systems Simple
Languages?” Frontiers in
Psychology (2021):
701; R. Haven Wiley, “Design
Features of Language,” in
Encyclopedia of Evolutionary
Psychological Science
(Berlin: Springer, 2021),
1922–28; Charles F. Hockett,
“Animal “Languages” and Human
Language,” Human
Biology 31, no. 1
(1959): 32–36; Charles F. Hockett
and Charles D. Hockett, “The
Origin of Speech,” Scientific
American 203, no. 3
(1960):
90–92.
(4)
Hiroyuki Ai et al.,
“Neuroethology of the Waggle
Dance: How Followers Interact
with the Waggle Dancer and Detect
Spatial Information,” Insects
10, no. 10 (October 2019): 336;
Randolf Menzel, “The Waggle Dance
as an Intended Flight: A
Cognitive Perspective,” Insects
10, no. 12 (November 2019):
424.
(5)
Patricia Dennis,
Stephen M. Shuster, and C. N.
Slobodchikoff, “Dialects in the
Alarm Calls of Black-Tailed
Prairie Dogs (Cynomys
ludovicianus): A Case
of Cultural Diffusion?” Behavioral
Processes 181
(December 2020): 104243; Con N.
Slobodchikoff, Andrea Paseka, and
Jennifer L. Verdolin, “Prairie
Dog Alarm Calls Encode Labels
about Predator Colors,” Animal
Cognition 12, no. 3
(May 2009):
435–39.
(6)
Francine Patterson
and Wendy Gordon, “The Case for
the Personhood of Gorillas,” in
The Great
Ape Project, ed. Paola
Cavalieri and Peter Singer (New
York: St. Martin’s, 1993),
59.
(7)
Francine
Patterson and Wendy Gordon,
“Twenty-Seven Years of Project
Koko and Michael,” in All Apes Great and
Small (Berlin:
Springer, 2002),
168.
(8)
Patterson and
Gordon, “The Case for the
Personhood of Gorillas,”
67.
(9)
Laasya
Samhita, and Hans J. Gross, “The
‘Clever Hans Phenomenon’
Revisited,” Communicative
& Integrative
Biology 6, no. 6
(November 2013):
e27122.
(10)
Patterson and
Gordon, “The Case for the
Personhood of Gorillas,”
62.
(11)
Geoffrey K. Pullum,
“Koko Is Dead, but the Myth of
Her Linguistic Skills Lives On,”
The Chronicle of Higher
Education, June 27, 2018,
https://www.chronicle.com/blogs/linguafranca/koko-is-dead-but-the-myth-of-her-linguistic-skills-lives-on.
(12)
Ramirez et al.,
“Creating a False Memory in the
Hippocampus,” Science
341, no. 6144 (July 2013):
387–91.
(13)
Maria Konnikova,
“The Man Who Couldn’t Speak and
How
He
Revolutionized Psychology,”
Scientific American,
February 3, 2018,
https://blogs.scientificamerican.com/literally-psyched/the-man-who-couldnt-speakand-how-he-revolutionized-psychology/;
Nina F. Dronkers et al., “Paul
Broca’s Historic Cases: High
Resolution MR Imaging of the
Brains of Leborgne and Lelong,”
Brain 130, no. 5
(2007):
1432–41.
(14)
Mario Lanczik and G.
Keil, “Carl Wernicke’s
Localization Theory and Its
Significance for the Development
of Scientific
Psychiatry,”
History
of Psychiatry 2, no. 6
(1991): 174-75; William F. Bynum,
“Wernicke, Carl,”
Encyclopedia.com, updated May 8,
2018,
https://www.encyclopedia.com/people/medicine/psychology-and-psychiatry-biographies/carl-wernicke.
(15)
David Poeppel et
al., “Towards a New Neurobiology
of Language,” Journal of
Neuroscience 32, no.
41 (October 2012): 14125-26;
Peter Hagoort, “MUC (Memory,
Unification, Control) and
Beyond,” Frontiers in
Psychology 4 (2013):
416.
(16)
Poeppel et al.,
“Towards a New Neurobiology of
Language,”
14126.
(17)
Poeppel et al.,
“Towards a New Neurobiology of
Language,”
14130.
(18)
Oscar Wilde, “The
Critic as Artist,” 1891, accessed
November 11, 2022,
https://celt.ucc.ie/published/E800003-007/text001.html,
emphasis
added.
(19)
Ludwig Wittgenstein,
Tractatus
Logico-Philosophicus,
trans. C. K. Ogden (London:
Routledge, 1981),
149.
(20)
Bertrand Russell,
Human
Knowledge: Its Scope and
Limits (London:
Routledge, 2009),
74.
(21)
Lila Gleitman and
Anna Papafragou, “Language and
Thought,” in Cambridge Handbook
of Thinking and
Reasoning, ed. Keith
Holyoak and Robert G. Morrison
(Cambridge: Cambridge University
Press, 2005),
634.
(22)
Paul Bloom,
“Language and Thought: Does
Grammar Makes Us Smart?”
Current
Biology 10, no. 14
(2000): R516-R17; Michael Siegal
and Rosemary Varley, “Aphasia,
Language, and Theory of Mind,”
Social
Neuroscience 1, no.
3-4 (2006): 169-70; Rosemary
Varley and Michael Siegal,
“Evidence for Cognition without
Grammar from Causal Reasoning and
‘Theory of Mind’ in an Agrammatic
Aphasic Patient,” Current
Biology 10, no. 12
(2000): 723–26; Rosemary A.
Varley et al., “Agrammatic but
Numerate,” Proceedings of the
National Academy of Sciences of
the United States 102,
no. 9 (2005):
3519–24.
(23)
Michael Rescorla,
“The Language of Thought
Hypothesis,” The Stanford
Encyclopedia of
Philosophy (Summer
2019 ed.), accessed November 11,
2022,
https://plato.stanford.edu/archives/sum2019/entries/language-thought/.
(24)
Paul Bloom
and Frank. C. Keil, “Thinking
through Language,” Mind &
Language 16, no. 4
(2001):
364.
(25)
Basel A.-S. Hussein,
“The Sapir-Whorf Hypothesis
Today,” Theory and Practice in Language
Studies 2, no. 3
(March 2012):
642–45.
(26)
Guy Dove, “More Than
a Scaffold: Language Is a
Neuroenhancement,” Cognitive
Neuropsychology 37,
no. 5-6 (2020):
288-89.
(27)
Anna M. Borghi et
al., “Words as Social Tools:
Language, Sociality and Inner
Grounding in Abstract Concepts,”
Physics
of Life Reviews 29
(2019):
142.
(28)
Gary Lupyan and Bodo
Winter, “Language Is More
Abstract Than You Think, or, Why
Aren’t Languages More Iconic?”
Philosophical Transactions of
the Royal Society B: Biological
Sciences 373, no. 1752
(2018):
20170137.
(29)
Lupyan and Winter,
“Language Is More Abstract Than
You Think?”
20170137.
(30)
Leonid Perlovsky,
“Language and Cognition—Joint
Acquisition, Dual Hierarchy, and
Emotional Prosody,” Frontiers in
Behavioral
Neuroscience 7 (2013):
123.
(31)
Bloom, “Language and
Thought,” R516-R17; Siegal and
Varley, “Aphasia, Language, and
Theory of Mind,” 169-70; Varley
and Siegal, “Evidence for
Cognition Without Grammar,”
723–26; Varley et al.,
“Agrammatic but Numerate,”
3519–24; Peter Langland-Hassan et
al., “Assessing Abstract Thought
and Its Relation to Language with
a New Nonverbal Paradigm:
Evidence from Aphasia,” Cognition 211 (2021):
104622; Peter Langland-Hassan et
al., “Metacognitive Deficits in
Categorization Tasks in a
Population with Impaired Inner
Speech,” Acta Psychologica 181
(2017):
62–74.
(32)
Dove, “More Than a
Scaffold,”
289-90.
(33)
Neil Glickman,
Charlene Crump, and Steve
Hamerdinger, “Language
Deprivation Is a Game Changer for
the Clinical Specialty of Deaf
Mental Health,” JADARA
54, no. 1 (2020): 62-63; Matthew
L. Hall et al., “Auditory
Deprivation Does Not Impair
Executive Function, but Language
Deprivation Might: Evidence from
a Parent-Report Measure in Deaf
Native Signing Children,”
The
Journal of Deaf Studies and Deaf
Education 22, no. 1
(2017): 9–21; Wyatte C. Hall,
Leonard L. Levin, and Melissa L.
Anderson, “Language Deprivation
Syndrome: A Possible
Neurodevelopmental Disorder with
Sociocultural Origins,” Social Psychiatry
and Psychiatric
Epidemiology 52, no. 6
(2017): 767; Sanjay Gulati,
“Language Deprivation Syndrome,”
in Language Deprivation and Deaf
Mental Health, ed.
Neil S. Glickman and Wyatte C.
Hall (London: Routledge, (2017):
32–34.
(34)
Qi Cheng et al.,
“Effects of Early Language
Deprivation on Brain
Connectivity: Language Pathways
in Deaf Native and Late
First-Language Learners of
American Sign Language,”
Frontiers
in Human Neuroscience
13 (2019): 320; Rachel I.
Mayberry et al., “Age of
Acquisition Effects on the
Functional Organization of
Language in the Adult Brain,”
Brain and
Language 119, no. 1
(2011):
16–29.
(35)
Gulati, “Language
Deprivation Syndrome,”
34.
(36)
Siegal and Varley,
“Aphasia, Language, and Theory of
Mind,”
172.
(37)
Louis-Jean Boë et
al., “Which Way to the Dawn of
Speech? Reanalyzing Half a
Century of Debates and Data in
Light of Speech Science,”
Science
Advances 5, no. 12
(December 2019):
eaaw3916.
(38)
Samir Okasha,
“Biological Altruism,” The Stanford
Encyclopedia of
Philosophy (Summer
2020 ed.), accessed November 29,
2022,
https://plato.stanford.edu/archives/sum2020/entries/altruism-biological/.
(39)
Noam
Chomsky, “Three Factors in
Language Design,” Linguistic
Inquiry 36, no. 1
(2005): 3.
(40)
Cecilia S. L. Lai et
al., “A Forkhead-Domain Gene Is
Mutated in a Severe Speech and
Language Disorder,” Nature
413, no. 6855 (2001):
519–23.
(41)
Wolfgang Enard et
al., “Molecular Evolution of
FOXP2, a Gene
Involved in Speech and Language,”
Nature 418, no. 6900
(2002):
869–72.
(42)
Elizabeth Grace
Atkinson et al., “No Evidence for
Recent Selection at FOXP2
among Diverse Human Populations,”
Cell 174, no. 6
(2018):
1424–35.e15.
(43)
Johannes Krause et
al., “The Derived FOXP2
Variant of Modern Humans Was
Shared with Neandertals,”
Current
Biology 17, no. 21
(2007):
1908–12.
(44)
Bridget Alex, “Could
Neanderthals Speak? The Ongoing
Debate over Neanderthal
Language,” Discover
Magazine, November 6,
2018,
https://www.discovermagazine.com/planet-earth/could-neanderthals-speak-the-ongoing-debate-over-neanderthal-language.
(45)
Ray
Jackendoff, “How Did Language
Begin?” Linguistic Society of
America, accessed October 20,
2022,
https://www.linguisticsociety.org/resource/faq-how-did-language-begin.
(46)
Michael Tomasello et
al., “Understanding and Sharing
Intentions: The Origins of
Cultural Cognition,” Behavioral and
Brain Sciences 28, no.
5 (2005):
687.
(47)
Tomasello et
al., “Understanding and Sharing
Intentions,”
690.
(48)
Steven
Pinker, “Language as an
Adaptation to the Cognitive
Niche,” chap. 2 in Language
Evolution, ed. Morten
H. Christiansen and Simon Kirby
(Oxford: Oxford University Press,
2003), 27.
(49)
Pinker, “Language as
an Adaptation to the Cognitive
Niche,”
29.
(50)
Marc D. Hauser, Noam
Chomsky, and W. Tecumseh Fitch,
“The Faculty of Language: What Is
It, Who Has It, and How Did It
Evolve?” Science 298, no. 5598
(2002):
1569.
(51)
Hauser et al., “The
Mystery of Language Evolution,”
401.
(52)
Hauser,
Chomsky, and Fitch, “The Faculty
of Language,”
1569–79.
(53)
Chris Knight,
“Ritual/Speech Coevolution: A
Solution to the Problem of
Deception,” chap. 5 in Approaches to the
Evolution of Language,
ed. James R. Hurford, Michael
Studdert-Kennedy and Chris Knight
(Cambridge: Cambridge University
Press 1998),
74.
(54)
Roy A. Rappaport,
Ritual
and Religion in the Making of
Humanity (Cambridge:
Cambridge University Press,
1999), 15.
(55)
Chris Knight, “The
Origins of Symbolic Culture,”
chap. 14 in Homo Novus—A Human
Without Illusions, ed.
Ulrich J. Frey, Charlotte Störmer
and Kai P. Willführ (Berlin:
Springer, 2010),
198.
(56)
Giuseppe Di
Pellegrino et al., “Understanding
Motor Events: A
Neurophysiological Study,”
Experimental Brain
Research 91, no. 1
(1992): 176–80; Vittorio Gallese
et al., “Action Recognition in
the Premotor Cortex,” Brain
119, no. 2 (1996): 593–609;
Giacomo Rizzolatti and Laila
Craighero, “The Mirror-Neuron
System,” Annual Review of
Neuroscience 27
(2004): 169–92; Giacomo
Rizzolatti et al., “Premotor
Cortex and the Recognition of
Motor Actions,” Cognitive Brain
Research 3, no. 2
(1996):
131–41.
(57)
Evelyne Kohler et
al., “Hearing Sounds,
Understanding Actions: Action
Representation in Mirror
Neurons,” Science 297, no. 5582
(2002):
846–48.
(58)
Michael A. Arbib and
Mihail Bota, “Language Evolution:
Neural Homologies and
Neuroinformatics,” Neural
Networks 16, no. 9
(2003): 1247–52; Michael A. Arbib
and Mihail Bota, “Neural
Homologies and the Grounding of
Neurolinguistics,” ed. Michael A.
Arbib, Action to Language via the
Mirror Neuron System
(Cambridge: Cambridge University
Press, 2006), 152–54; Marco
Iacoboni et al., “Cortical
Mechanisms of Human Imitation,”
Science 286, no. 5449
(1999):
2526–28.
(59)
Michael Arbib and
Giacomo Rizzolatti, “Neural
Expectations: A Possible
Evolutionary Path from Manual
Skills to Language,” in The Nature of
Concepts: Evolution, Structure
and Representation,
ed. Philip Van Loocke (London:
Routledge, 1998), 140–51; Michael
A. Arbib, “The Mirror System
Hypothesis on the Linkage of
Action and Language,” ed. Michael
A. Arbib, Action to Language via the
Mirror Neuron System
(Cambridge: Cambridge University
Press, 2006), 6-7; Giacomo
Rizzolatti and Michael A. Arbib,
“Language within our Grasp,”
Trends in
Neurosciences 21, no.
5 (1998): 188–94; Giacomo
Rizzolatti and Laila Craighero,
“Language and Mirror Neurons,” in
Oxford
Handbook of
Psycholinguistics, ed.
M. Gareth Gaskell (Oxford: Oxford
University Press, 2007),
777–83.
(60)
Arbib and
Rizzolatti, “Neural
Expectations,”
149-50.
(61)
Gordon W. Hewes et
al., “Primate Communication and
the Gestural Origin of Language,”
Current
Anthropology 14, no.
1/2 (February–April 1973), 5–11;
Michael C. Corballis, “The
Gestural Origins of Language:
Human Language May Have Evolved
from Manual Gestures, Which
Survive Today as a ‘Behavioral
Fossil’ Coupled to Speech,”
American
Scientist 87, no. 2
(1999):
139–43.
(62)
Arbib and Bota,
“Neural Homologies and the
Grounding of Neurolinguistics,”
18-19.
(63)
Hauser et al., “The
Mystery of Language Evolution,”
401.
الفصل الثالث عشر: عن الإبداع
(1)
See Anna Abraham,
The
Neuroscience of
Creativity (Cambridge:
Cambridge University Press, 2018),
and Rex E. Jung and Oshin Vartanian,
eds., The
Cambridge Handbook of the
Neuroscience of
Creativity (Cambridge:
Cambridge University Press,
2018).
(2)
Abraham, The Neuroscience of
Creativity, 9–11; Dean
Keith Simonton, “Creative Ideas
and the Creative Process: Good
News and Bad News for the
Neuroscience of Creativity,” in
The
Cambridge Handbook of the
Neuroscience of
Creativity, ed. Rex E.
Jung and Oshin Vartanian
(Cambridge: Cambridge University
Press, 2018),
9-10.
(3)
Melissa C. Duff et
al., “Hippocampal Amnesia
Disrupts Creative Thinking,”
Hippocampus 23, no.
12 (December 2013):
1143–49.
(4)
Arne Dietrich,
“Types of Creativity,” Psychonomic
Bulletin &
Review 26, no. 1
(February 2019):
1.
(5)
Dietrich, “Types of
Creativity,”
3.
(6)
Rex E. Jung et al.,
“The Structure of Creative
Cognition in the Human Brain,”
Frontiers
in Human Neuroscience
7 (2013): 330; Roger E. Beaty et
al., “Creative Cognition and
Brain Network Dynamics,”
Trends in
Cognitive Science 20,
no. 2 (February 2016): 88–93;
Oshin Vartanian, “Neuroscience of
Creativity,” in The Cambridge
Handbook of
Creativity, ed. James
C. Kaufman and Robert J.
Sternberg (Cambridge: Cambridge
University Press, 2019),
156–59.
(7)
Daniel L. Schacter
and Donna Rose Addis, “The
Cognitive Neuroscience of
Constructive Memory: Remembering
the Past and Imagining the
Future,” Philosophical Transactions of
the Royal Society B: Biological
Sciences 362, no. 1481
(2017):
773–75.
(8)
Marcela
Ovando-Tellez et al., “Brain
Connectivity-Based Prediction of
Real-Life Creativity Is Mediated
by Semantic Memory Structure,”
Science
Advances 8, no. 5
(February 2022):
eabl4294.
(9)
R. Keith Sawyer,
Explaining Creativity: The
Science of Human
Innovation (New York:
Oxford University Press, 2006),
153.
(10)
Chunfang Zhou and
Lingling Luo, “Group Creativity
in Learning Context:
Understanding in a
Social-Cultural Framework and
Methodology,” Creative
Education 3, no. 4
(2012): 392; Amanda L. Thayer,
Alexandra Petruzzelli, and
Caitlin E. McClurg, “Addressing
the Paradox of the Team
Innovation Process: A Review and
Practical Considerations,”
American
Psychologist 73, no. 4
(2018):
363.
(11)
Rebecca Mitchell,
Stephen Nicholas, and Brendan
Boyle, “The Role of Openness to
Cognitive Diversity and Group
Processes in Knowledge Creation,”
Small
Group Research 40, no.
5 (2009): 535–54; Zhou and Luo,
“Group Creativity in Learning
Context,” 393; Paul B. Paulus,
Jonali Baruah, and Jared B.
Kenworthy, “Enhancing
Collaborative Ideation in
Organizations,” Frontiers in
Psychology 9 (2018):
2024.
(12)
Simonton, “Creative
Ideas and the Creative Process,”
15.
(13)
Alan J. Park et al.,
“Reset of Hippocampal-Prefrontal
Circuitry Facilitates Learning,”
Nature 591, no. 7851
(March 2021):
615–19.
(14)
Mihaly
Csikszentmihalyi, Flow: The
Psychology of Optimal
Experience
(New York: HarperCollins, 2008),
71.
(15)
Lalit Kishore, “Kaon
Parables for Awakening Intuitive
Thinking in Zen Buddhism: An
Example,” Speakingtree.in, April
14, 2023,
https://www.speakingtree.in/blog/kaon-parables-for-awakening-intuitive-thinking-in-zen-buddhism-an-example.
(16)
Jogye Order
Missionary Office, “What Is Koan
Contemplation Zen?” Buddhist Newspaper
2296, January 14,
2007,
http://www.ibulgyo.com/news/articleView.html?idxno=78486.
(17)
Simonton, “Creative
Ideas and the Creative Process,”
16.
(18)
Yehuda Wacks and
Aviv M. Weinstein, “Excessive
Smartphone Use Is Associated with
Health Problems in Adolescents
and Young Adults,” Frontiers in
Psychiatry 12 (2021):
669042.
الفصل الرابع عشر: مستقبل الابتكار
(1)
Hannah Ritchie and
Max Roser, “Extinctions,”
Ourworldindata.org, accessed June
21, 2022,
https://ourworldindata.org/extinctions.
(2)
“Living Planet
Report 2022—Building a
Nature-Positive Society,” WWF.ca,
October 12, 2022,
https://wwf.ca/?s=Living+Planet+Report+2022&lang=en.
(3)
Michael Greshko and
National Geographic Staff, “What
Are Mass Extinctions, and What
Causes Them?” National
Geographic, September
26, 2019,
https://www.nationalgeographic.com/science/article/mass-extinction;
“The ‘Great Dying,’” Geological
Society of America, May 19, 2021,
www.sciencedaily.com/releases/2021/05/210519163702.htm.
(4)
Hannah Ritchie and
Max Roser, “Energy,”
Ourworldindata.org, accessed June
21, 2022,
https://ourworldindata.org/energy;
Gioietta Kuo, “When Fossil Fuels
Run Out, What Then?” MAHB, May
23, 2019,
https://mahb.stanford.edu/library-item/fossil-fuels-run/.
(5)
Dimitrios Floudas et
al., “The Paleozoic Origin of
Enzymatic Lignin Decomposition
Reconstructed from 31 Fungal
Genomes,” Science 336, no. 6089
(June 2012):
1715–19.
(6)
As an alternative
hypothesis, a unique combination
of climate (in the tropical
wetlands, the massive amount of
organic matter produced was slow
to decay in the acidic water) and
tectonics (the organic matter
deposited by crustal thickening
during the formation of Pangaea
was preserved) has been proposed
as the major factor for coal
accumulation. Matthew P. Nelsen
et al., “Delayed Fungal Evolution
Did Not Cause the Paleozoic Peak
in Coal Production,” Proceedings of the
National Academy of Sciences of
the United States 113,
no. 9 (March 2016):
2442–47.
(7)
Myles R. Allen et
al., “Framing and Context,” in
Global
Warming of 1.5°C., ed.
V. Masson-Delmotte et al.
(Cambridge: Cambridge University
Press, 2018),
51.
(8)
Bruce W. Sellwood
and Paul J. Valdes, “Jurassic
Climates,” Proceedings
of the Geologists’
Association 119, no. 1
(2008): 5; Jessica E. Tierney et
al., “Glacial Cooling and Climate
Sensitivity Revisited,” Nature
584, no. 7822 (2020):
569–73.
(9)
Paul J. Young et
al., “The Montreal Protocol
Protects the Terrestrial Carbon
Sink,” Nature 596, no. 7872
(2021):
384–88.
(10)
David Silver et al.,
“Reward Is Enough,” Artificial
Intelligence 299
(2021):
103535.
(11)
Ray Kurzweil,
The
Singularity Is Near: When Humans
Transcend Biology (New
York: Penguin, 2005),
135-36.
(12)
Irving John Good,
“Speculations Concerning the
First Ultraintelligent Machine,”
in Advances in Computers
(Amsterdam: Elsevier, 1966),
33.
(13)
Kurzweil, The Singularity Is
Near,
24.
(14)
Kurzweil, The Singularity Is
Near,
28.
(15)
Maclyn McCarty,
“Discovering Genes Are Made of
DNA,” Nature 421, no. 6921
(2003):
406.
(16)
Richard Evans and
Jim Gao, “DeepMind AI Reduces
Google Data Centre Cooling Bill
by 40 Percent,” DeepMind, July 6,
2016,
https://www.deepmind.com/blog/deepmind-ai-reduces-google-data-centre-cooling-bill-by-40.
(17)
Precise durations
are unclear; the estimated
durations vary across
studies.
(18)
Ray Kurzweil,
The
Singularity Is Near: When Humans
Transcend Biology (New
York: Penguin, 2005),
135-36.
