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9780199241446

Mind As Machine A History of Cognitive Science Two-Volume Set

by
  • ISBN13:

    9780199241446

  • ISBN10:

    0199241449

  • Format: Hardcover
  • Copyright: 2006-08-24
  • Publisher: Clarendon Press

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Summary

The development of cognitive science is one of the most remarkable and fascinating intellectual achievements of the modern era. It brings together psychology, neuroscience, artificial intelligence, computing, philosophy, linguistics, and anthropology in the project of understanding the mind by modelling its workings. Oxford University Press now presents a masterful history of cognitive science, told by one of its most eminent practitioners.

Table of Contents

Preface xxxiii
The Book xxxiii
The Background xxxvii
Setting the Scene
1(50)
Mind and its Place in Nature
1(8)
Questions, questions . . .
2(1)
How to find some answers
3(5)
Never mind minds?
8(1)
The Scope of Cognitive Science
9(9)
Of labels and cans
10(2)
Two footpaths, many meadows
12(2)
Why computers?
14(2)
What's in, what's out
16(2)
Caveat Narrator
18(32)
Beware of Whig history
19(2)
Losing the Legend
21(5)
The counter-cultural background
26(5)
The counter-cultural somersault
31(6)
Hardly hero worship
37(2)
Discovering discoveries
39(3)
So what's new?
42(4)
Rhetoric and publication
46(3)
An explanatory can of worms
49(1)
Envoi
50(1)
Man as Machine: Origins of the Idea
51(80)
Machine as Man: Early Days
52(6)
Ancient automata and Dark Age decline
53(1)
In fashion again
54(4)
Descartes's Mechanism
58(16)
From physics to physiology
59(2)
Science as cooperation
61(3)
Cartesian cooperation develops
64(4)
Descartes on animals---
68(1)
---but just what did he mean?
69(2)
Vivisection revivified
71(2)
Human bodies as machines
73(1)
Cartesian Complications
74(7)
The mind is different
74(2)
Birth of a bugbear
76(4)
The prospects for AI
80(1)
Vaucanson's Scientific Automata
81(6)
Fairs and flute-players
82(2)
Theories in robotic form
84(2)
Robotics, not AI
86(1)
Mechanism and Vitalism
87(3)
Animal experiments: Are they needed?
87(2)
Holist chemistry
89(1)
The Neo-Kantian Alternative
90(12)
Kant on mind and world
91(2)
Biology, mechanism, teleology
93(2)
Philosophies of self-realization
95(1)
Goethe, psychology, and neurophysiology
96(3)
The birth of morphology
99(2)
Goethe's eclipse
101(1)
The Self-Regulation of the Body
102(5)
Automatic equilibria
102(2)
The embarrassing embryo
104(1)
Creative evolution
105(2)
The Neurophysiological Machine
107(12)
Getting on one's nerves
107(1)
Reflections on the reflex
108(2)
From nerves to neurones
110(4)
Integration in the nervous system
114(1)
How do neurones work?
115(2)
Brains and machines
117(2)
Strictly Logical Automata
119(4)
Early gizmos
119(3)
Logic, not psychology
122(1)
Psychology as Mechanism---But Not as Machine
123(8)
Visions of a scientific psychology
123(5)
Non-empiricist psychologies
128(3)
Anticipatory Engines
131(37)
Miracles and Mechanism
132(6)
Babbage in the round
132(3)
Religion and science
135(3)
Differences that Made a Difference
138(4)
Division of labour, again
138(2)
Design and disappointment
140(2)
Analytical Engines
142(4)
From arithmetic to algebra
142(2)
Programs . . . and bugs
144(2)
Had Wheelwork Been Taught to Think?
146(6)
For Lovelace read Babbage throughout
146(3)
What Lovelace said
149(2)
Babbage and AI
151(1)
Electronic Babbage
152(10)
A soulmate in Berlin
152(3)
Call me MADM
155(2)
Intimations of AI
157(1)
Turing's invisibility
158(2)
Von Neumann's contribution
160(2)
In Grandfather's Footsteps?
162(6)
Conflicting evidence
163(4)
So what's the verdict?
167(1)
Maybe Minds Are Machines Too
168(69)
The Turing Machine
169(8)
Turing the man
169(2)
Playing the game
171(2)
What computation is
173(3)
Only programs, not computers
176(1)
From Maths Towards Mind
177(5)
Computers and computors
177(2)
Commitment to the claim
179(2)
But what about the details?
181(1)
The Logical Neurone
182(13)
McCulloch the Polymath
182(2)
Experimental epistemology
184(2)
Enthused by logic
186(3)
The young collaborator
189(1)
Mind as logic machine
190(3)
Initial reception
193(2)
The Functionalist Neurone
195(3)
From calculus to computer
195(2)
Function, not implementation
197(1)
Cybernetic Circularity: From Steam-Engines to Societies
198(12)
Feedback, way back
198(2)
Infant interdisciplinarity
200(2)
Biological roots
202(2)
Information theory
204(1)
Bateson, Pask, and a sip of Beer
205(5)
Brains as Modelling Machines
210(8)
A Cambridge cyclist
211(3)
Similarity isn't enough
214(1)
Craik and cognitive science
215(2)
Might-have-beens
217(1)
Feedback Machines
218(4)
Purposes of war
218(2)
Post-war projects
220(2)
Of Tortoises and Homeostats
222(10)
Robots at the festival
223(2)
Of wheels and whiskers
225(3)
Less sexy, more surprising
228(2)
How the Homeostat worked
230(2)
Schism
232(5)
All too human
233(2)
Adaptation or meaning?
235(2)
Movements Beneath the Mantle
237(45)
Newtonianism
238(3)
The six assumptions
238(2)
What sort of revolution was it?
240(1)
Psychology's House
241(16)
Sitting tenants with personality
242(5)
Sitting tenants with knowledge
247(5)
Sitting tenants with biology
252(5)
Soft Centres
257(7)
Mentalism goes underground
257(3)
Behaviourism softens
260(2)
Behaviourist machines
262(2)
Neurology Creeps In
264(18)
Hierarchies in the brain
265(3)
Connectionism named
268(3)
The cell assembly
271(3)
Beyond perceptual learning
274(2)
Hebb's originality?
276(2)
Loosening the mantle
278(4)
Cognitive Science Comes Together
282(84)
Pointers to the Promised Land
283(15)
Informed by information
283(3)
Miller and magic
286(3)
Going with the flow
289(4)
Information and computation
293(3)
Chomsky comes on the scene
296(2)
The New Look
298(19)
Coins and cards
299(5)
A study of thinking
304(3)
Computational couture
307(4)
Costume change
311(2)
Will seeing machines have illusions?
313(4)
From Heuristics to Computers
317(11)
The economics of thought
318(2)
A meeting of minds
320(3)
A new dawn
323(5)
The Early Church
328(26)
Consciousness raising
328(2)
A trio of meetings
330(6)
The manifesto
336(7)
The first mission station
343(5)
Missionary outposts
348(3)
The sine qua non
351(3)
Spreading the Word
354(12)
Training sessions
354(2)
Library tickets
356(7)
Journal-ism
363(3)
The Rise of Computational Psychology
366(149)
The Personal Touch
368(36)
The return of the repressed
369(4)
Argus with 100 eyes
373(3)
From scripts to scripts
376(5)
Emotional intelligence
381(4)
Architect-in-waiting
385(3)
Of nursemaids and grief
388(6)
Free to be free
394(3)
Some hypnotic suggestions
397(5)
An alien appendage
402(2)
The Spoken Word
404(12)
Psychosyntax
405(1)
Up the garden path
406(3)
You know, uh, well
409(3)
Meaning matters
412(4)
Explanation as the Holy Grail
416(11)
Competence and performance
417(2)
Three levels, two types
419(2)
The sweet smell of success
421(1)
Chasing a will-o'-the-wisp?
422(5)
Reasoning and Rationality
427(24)
Simon's ant
429(1)
Productions and SOAR
430(5)
The ACTs of Anderson
435(4)
Models in the mind
439(3)
The marriage of Craik and Montague
442(2)
Irrationality rules---or does it?
444(2)
Evolved for success
446(3)
Give thanks for boundedness
449(2)
Visions of Vision
451(21)
Icons of the eyes
451(5)
Vision from the bottom up
456(3)
Maths and multimodels
459(3)
The fashion for Mexican hats
462(3)
Direct opposition
465(4)
Let battle commence!
469(3)
Nativism and its Vicissitudes
472(31)
The words of Adam and Eve
473(2)
Some surprises from ethology
475(2)
From Noam to Nim
477(4)
Modish modules
481(3)
But how many, exactly?
484(2)
Theory of Mind
486(6)
The third way
492(4)
What makes higher thinking possible?
496(3)
The modularization of modules
499(4)
Satellite Images
503(12)
A telescopic vision
504(3)
Forking footpaths
507(2)
The Newell Test
509(3)
Low focus
512(1)
The bustling circus
513(2)
The Mystery of the Missing Discipline
515(75)
Anthropology and Cognitive Science
516(14)
The beginnings of cognitive anthropology
517(2)
Peoples and prototypes
519(3)
Hopes and a hexagon
522(1)
More taxonomies (and more Darkness than light)
523(3)
And modelling, too
526(4)
Why Invisibility?
530(13)
Psychology sidelined
531(3)
Skirmishes in the science wars
534(3)
Top dogs and underdogs
537(2)
What's in a name?
539(1)
Barkow's baby
540(3)
Minds and Group Minds
543(6)
Models of seamanship
544(3)
Networks of navigation
547(2)
Mechanisms of Aesthetics
549(7)
From Savanna to Sotheby's
549(3)
The seductiveness of symmetry
552(1)
Universality in variety
553(3)
Cultural Evolution
556(12)
Evolution in the third world
556(2)
A new mantra: BVSR
558(4)
The meme of memes
562(3)
Cloak uncloaked
565(3)
The Believable and the Bizarre
568(22)
An epidemiology of belief
569(4)
Religion as a cultural universal
573(4)
Symbolism
577(2)
The extraordinary out of the ordinary
579(4)
Anything goes?
583(4)
The impurity of induction
587(3)
Transforming Linguistics
590(111)
Chomsky as Guru
592(2)
The tenfold Chomsky myth
592(1)
A non-pacific ocean
593(1)
Predecessors and Precursors
594(6)
Why Chomsky's `history' matters
594(2)
The rationalist background
596(1)
The puzzle of innate ideas
597(3)
Not-Really-Cartesian Linguists
600(6)
Descartes's disciple
600(2)
Arnauld and the abbey
602(1)
The Port-Royal Grammar
602(3)
Deaf-mutes and Diderot
605(1)
Humboldt's Humanism
606(12)
Language as humanity
607(2)
Languages and cultures
609(1)
Humboldt lives!
610(1)
A fivefold list
611(1)
Origins
612(2)
Creativity of language
614(2)
The inner form
616(2)
The Status Quo Ante
618(9)
Two anti-rationalist `isms'
618(2)
The shock of structuralism
620(2)
The formalist Dane
622(2)
Tutor to Chomsky
624(2)
Not quite there yet . . .
626(1)
Major Transformations
627(11)
Chomsky's first words
627(1)
The need for a generative grammar
628(3)
Beyond information theory
631(3)
Transformational grammars
634(3)
So what?
637(1)
A Battle with Behaviourism
638(9)
Political agenda
639(2)
That review!
641(2)
Nativist notions
643(2)
Universal grammar?
645(2)
Aftermath
647(7)
Polarized passions
648(2)
Revisions, revisions . . .
650(2)
Semantics enters the equation
652(2)
Challenging the Master
654(15)
Linguistic wars
655(1)
Who needs transformations?
656(1)
Montagovian meanings
657(3)
Transformations trounced
660(2)
Why GPSG matters
662(3)
Computational tractability
665(1)
Linguistics eclipsed
666(3)
The Genesis of Natural Language Processing
669(11)
Ploughman crooked ground plough plough
669(2)
Shannon's shadow
671(3)
Love letters and haikus
674(1)
Wittgenstein and CLRU
674(3)
Is perfect translation possible?
677(1)
Is adequate translation achievable?
678(2)
NLP Comes of Age
680(21)
MT resurrected
681(2)
Automatic parsing
683(5)
`What I did on my holiday'
688(1)
Semantic coherence
689(3)
The seductiveness of semantic networks
692(3)
Whatever will they say next?
695(3)
A snippet on speech
698(3)
When Gofai Was Newfai
701(121)
Harbingers
702(29)
When is a program not a program?
702(3)
The first AI program---not!
705(3)
How a program became a program
708(2)
First-footings
710(3)
The book of Samuel
713(2)
Programmatics
715(4)
First `Steps'
719(6)
The harbinger in the Bush
725(4)
Spacewar
729(1)
The empty chair at the banquet
730(1)
Establishment
731(8)
First labs
731(5)
The ripples spread
736(3)
New waves
739(1)
The Search for Generality
739(36)
SIP spawns KR
741(8)
A resolution to do better
749(3)
Planning progresses
752(7)
Early learning
759(10)
`Some Philosophical Problems'
769(6)
The Need for Knowledge
775(24)
A triumph, and a threefold challenge
776(5)
Clearer vision
781(13)
Expert Systems
794(5)
Talking to the Computer
799(18)
Psychology outlaws binary
799(2)
Entering the lists
801(4)
LISPing in `English'
805(3)
Virtual cascades
808(3)
NewFAI in parallel
811(3)
It's only logical!
814(3)
Child's Play
817(5)
The power of bugs
817(3)
Complication and distribution
820(1)
Pointers to the future
821(1)
Of Bombs and Bombshells
822(61)
Military Matters
823(15)
Nurtured in war
825(3)
Licklider as a military man
828(4)
Star Wars and AI qualms
832(3)
Les mains sales?
835(3)
Critics and Calumnies
838(19)
The outsider
838(3)
Scandal
841(5)
After Alchemy
846(2)
Dreyfus and connectionism
848(2)
The neighbour
850(2)
A sign of the times
852(3)
The unkindest cut of all
855(2)
A Plea for Intellectual Hygiene
857(7)
The insider
858(3)
Natural Stupidity survives
861(3)
Lighthill's Report
864(9)
A badly guided missile
865(4)
Clearing up the rubble
869(4)
The Fifth Generation
873(8)
A warning shot from Japan
873(2)
Self-defence in the USA
875(4)
Lighthill laid to rest
879(2)
The Kraken Wakes
881(2)
Small fry and sleeping draughts
881(1)
Competition
881(2)
Connectionism: Its Birth and Renaissance
883(119)
Lighting the Fuse
885(7)
A long gestation
885(1)
Turing and connectionism
886(1)
`How We Know Universals'
887(3)
From logic to thermodynamics
890(2)
Infant Implementations
892(19)
B24 bricolage
893(1)
Self-organizing networks
894(3)
Connections with the Ratio Club
897(1)
Pandemonium
898(5)
The perceptron
903(4)
Excitement, and overexcitement
907(2)
Enter the Adaline
909(2)
Attack Without Apology
911(12)
The devilish duo
911(1)
The opening salvo
912(4)
Intransigence
916(1)
The hybrid society of mind
917(4)
Were they to blame?
921(2)
Lamps Invisible
923(5)
Relegation to the background
924(2)
Run and twiddle
926(1)
Reinforcement and purpose
926(2)
Behind the Scenes
928(17)
Left alone to get on with it
928(2)
A problem shared . . .?
930(1)
How large is your memory?
931(3)
Disillusion on distribution
934(1)
Linear associative memories
935(1)
The physicists have their say
936(4)
The power of respectability
940(2)
Hinton relaxes
942(1)
Passing frustrations
943(2)
Centre-Stage
945(14)
The bible in two volumes
945(3)
Bowled over by Boltzmann
948(4)
Backprop hits the headlines
952(1)
Backprop anticipated
953(2)
Wonders of the past tense
955(2)
Escaping from the black box
957(2)
The Worm Turns
959(4)
Joyful jamborees
959(3)
DARPA thinks again
962(1)
A la recherche. . .
963(9)
Emulating the ancestors
965(1)
Recurrent nets
966(2)
Start simple, develop complex
968(1)
Pathways for representation
969(3)
The importance of input history
972(1)
Still Searching
972(10)
Assemblies of cell assemblies
973(2)
Hands across the divide
975(4)
Constructive networks
979(1)
What had been achieved?
980(2)
Philosophers Connect
982(18)
A Pulitzer prelude
982(2)
Connectionist concepts
984(2)
The proper treatment of connectionism?
986(3)
The old ways defended
989(2)
Microcognition and representational change
991(2)
Non-conceptual content
993(3)
An eye to the future?
996(4)
Pointing to the Neighbours
1000(2)
Swimming Alongside the Kraken
1002(108)
Later Logicism
1003(10)
Less monotony
1003(3)
More naivety
1006(1)
The AI en-CYC-lopedia
1007(6)
Choppy Waters
1013(14)
Apostasy
1013(2)
Can the fox catch the rabbit?
1015(5)
Matters-in-law
1020(4)
Judgements about judges
1024(3)
Advance and Attack
1027(25)
Gelernter revivified
1027(2)
Planning attacked---
1029(6)
---and defended
1035(3)
Agents and distributed cognition
1038(5)
Social interaction and agents
1043(3)
Technology swamps psychology
1046(6)
Explaining the Ineffable
1052(17)
Creativity ignored
1053(1)
Help from outside
1054(5)
In focus at last
1059(10)
Outreach to Everyman
1069(12)
Papert and the media lab
1069(3)
The H in HCl
1072(2)
Good ideas in hibernation
1074(2)
The human face of the interface
1076(5)
Virtual Reality
1081(19)
Intimations of VR
1082(2)
VR as a practical aid
1084(3)
VR in art and play
1087(5)
Computerized companions
1092(4)
Psychology and avatars
1096(4)
Coda
1100(10)
Is AI a discipline?
1100(5)
Has GOFAI failed?
1105(5)
From Neurophysiology to Computational Neuroscience
1110(137)
Notes on Nomenclature
1111(3)
The naming of neuroscience
1112(1)
The computational species
1113(1)
Very Non-Neural Nets
1114(7)
Too neat
1114(1)
Too simple
1115(1)
Too few
1116(1)
Too dry
1117(4)
In the Beginning
1121(9)
Computational questions
1121(4)
Computations in the brain
1125(3)
Formal synapses
1128(2)
A Fistful of Feature-Detectors
1130(10)
Bug-detectors
1130(4)
And more, and more . . .
1134(2)
But how?
1136(2)
Monkey business
1138(2)
Modelling the Brain
1140(17)
The Mars robot
1140(3)
The musician in the spare room
1143(2)
Secrets of the cerebellum
1145(4)
Audience reaction
1149(2)
Beyond the cerebellum
1151(3)
A change of tack
1154(3)
Realism Rampant
1157(12)
A voice in the wilderness
1158(3)
Adaptation---and feature-detectors
1161(3)
ARTful simulations
1164(3)
Avoiding the black box
1167(2)
Whole Animals
1169(8)
CNE---what is it?
1169(1)
A wizard from Oz
1170(2)
Rana computatrix and and its scheming cousins
1172(5)
Representations Galore
1177(12)
What's the problem?
1178(1)
From probabilities to geometries
1179(5)
Emulation and subjectivity
1184(3)
The philosophers worry
1187(2)
Computation Challenged
1189(27)
Structure without description
1189(4)
Dynamics in the brain
1193(3)
Epigenesis
1196(3)
Neural selection
1199(6)
Grandmother cells
1205(5)
Modelling modulation
1210(3)
Time blindness---and glimmers of light
1213(3)
Cartesian Correlations
1216(20)
Consciousness comes in from the cold
1216(4)
Cognitive neuroscience
1220(4)
The $64,000 question
1224(6)
Philosophical contortions
1230(6)
Descartes to the Tumbrils?
1236(11)
Describing the mind, or inventing it?
1237(1)
A computational analysis
1237(3)
The other side of the river
1240(2)
Lions and lines
1242(2)
Hung jury
1244(3)
A-Life in Embryo
1247(87)
Life, Mind, Self-Organization
1249(2)
Life and mind versus life-and-mind
1249(1)
Self-organization, in and out of focus
1249(2)
Biomimetics and Artificial Life
1251(3)
Artificial fish
1251(2)
What is A-Life?
1253(1)
Mathematical Biology Begins
1254(7)
Of growth and form
1254(4)
More admiration than influence
1258(1)
Difficulties of description
1259(2)
Turing's Biological Turn
1261(7)
A mathematical theory of embryology
1261(3)
History's verdict
1264(4)
Self-Replicating Automata
1268(6)
Self-organization as computation
1268(3)
Why the delay?
1271(3)
Evolution Enters the Field
1274(12)
Holland, and mini-trips elsewhere
1274(4)
Awaiting the computers
1278(2)
The saga of SAGA
1280(4)
Open-ended evolution
1284(2)
From Vehicles to Lampreys
1286(13)
Valentino's vehicles
1287(2)
Of hoverflies
1289(3)
Playing cricket
1292(6)
Evolving lampreys
1298(1)
Parallel Developments
1299(10)
Artificial ants
1300(4)
New philosophies of biology
1304(3)
Dynamical systems
1307(2)
Order and Complexity
1309(8)
The four classes of CA
1309(1)
K for Kauffman
1310(3)
Morphology revived
1313(3)
Discussions in the desert
1316(1)
Naming and Synthesis
1317(8)
The party
1317(5)
Simulation or realization?
1322(3)
After the Party
1325(9)
Resurrection of the Homeostat
1325(2)
Analysing dynamics
1327(7)
Philosophies of Mind as Machine
1334(110)
Mid-Century Blues
1337(9)
Interactionist squibs
1337(1)
Puffs of smoke and nomological danglers
1338(1)
Dispositions and category mistakes
1339(4)
Questions of identity
1343(3)
Turing Throws Down the Gauntlet
1346(10)
Sketch of a future AI
1346(3)
The gauntlet spurned
1349(2)
The Turing Test: Then and now
1351(5)
Functionalist Freedoms
1356(6)
Just below the surface
1357(2)
The shackles loosened
1359(3)
Three Variations on a Theme
1362(17)
Content and consciousness
1363(4)
From heresy to scandal
1367(2)
Must angels learn Latin?
1369(5)
Fodorian frills
1374(2)
Eliminative materialism
1376(3)
Counter-moves
1379(10)
Godel to the rescue?
1379(2)
Consciousness and zombies
1381(1)
That room in China
1382(3)
Neuroprotein and intentionality
1385(2)
How multiple is multiple?
1387(1)
Subconsciousness attacked
1388(1)
Betrayal
1389(5)
Friendly fire
1390(2)
Crossing the river
1392(2)
Neo-Phenomenology---From Critique to Construction
1394(13)
Where Dreyfus was coming from
1395(3)
Hands-on Heideggerians
1398(1)
Flights from the computer
1399(5)
Computation and embodiment
1404(3)
Mind and ``Nature''
1407(7)
No representations in the brain
1407(3)
Mind as second nature
1410(2)
Mind and VR-as-nature
1412(2)
Computation as a Moving Target
1414(15)
Three senses of computation
1414(5)
Physical symbol systems
1419(1)
From computation to architecture
1420(2)
The bit in ``three and a bit''
1422(1)
A philosophy of presence
1423(5)
The moral of the story
1428(1)
What's Life Got To Do With It?
1429(15)
Life in the background
1430(4)
Functionalist approaches to life
1434(4)
The philosophy of autopoiesis
1438(2)
Evolution, life, and mind
1440(4)
What Next?
1444(9)
What's Unpredictable?
1444(3)
What's Predictable?
1447(1)
What's Promising?
1448(3)
What About Those Manifesto Promises?
1451(2)
References 1453(134)
List of Abbreviations 1587(6)
Subject Index 1593(20)
Name Index 1613

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