The harmonic mind: from neural computation to optimality-theoretic grammar 1 Cognitive architecture
Gespeichert in:
| Hauptverfasser: | , |
|---|---|
| Format: | Buch |
| Sprache: | English |
| Veröffentlicht: |
Cambridge, MA
MIT Press
2006
|
| Schriftenreihe: | Bradford Books
|
| Online-Zugang: | Inhaltsverzeichnis |
| Beschreibung: | XXIV, 563 S. Ill. |
| ISBN: | 0262195267 |
Internformat
MARC
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| 100 | 1 | |a Smolensky, Paul |e Verfasser |4 aut | |
| 245 | 1 | 0 | |a The harmonic mind |b from neural computation to optimality-theoretic grammar |n 1 |p Cognitive architecture |c Paul Smolensky and Géraldine Legendre |
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Datensatz im Suchindex
| _version_ | 1804137232926244864 |
|---|---|
| adam_text | CONTENTS VOL UME 1. COGFNITIVE ARCNITECTURE PART I 1 OWARD A CALCULUS OL
INE MINO./BRAIN: /VIA OVERVIEW 1 I IARMOM 7 OPT IRNIZATIOTI AND TNE
COMPUTATIONAL ARCNITECTURE OL TNE MINA/BRAIN* / AUF ^MOIENSKY AND GERALD
INE LEGENDRE 3 1 C VMR)OIS AND NEURONE: W NAT TYPE OL COMPUTER IS TNE
MIND/NRAIN? O 2 C OMIECTIONIST COMPUTATION I 0 ^YMNOLIC COMPUTATION AND
TNE COMBINATORIAL STRATEGV 18 3.1 TUE COMNINATORIAL STRATEGY
ILLUSTRATED: SENTENCE PROEESSIN 18 3.2 OTHER CONSTITUENT RELATIONS 21
3.3 GRAMMALICAL AND LEXICAL KNOWLEDGE; AR^NMENT STRUCTURE 23 3.4
HXPLAMING TUE PRODUETIVITY OL COGNITION 2 / 4 TUE PROPOSED SOLUTION 31 5
TNE EVIDENCE 37 5.1 PRIOR EVIDENCE 37 5.2 NOVEL EVIDENCE 38 6.3 C TRICT
DOMINATION 4J 5.4 UNIVERSALS 4.2 5.5 OPLIMALITY TNEORY AND TNE COGNITIVE
SCIENCE OL LANGUAGE 43 5.6 PLULOSOPLIICAL AR^UMENTS 4O 6 RECAPITULATION
4O 7 UEVE RVIEW OR TNE NOOK 4 / /. 1 STRUCTURE OR TNE NOOK 47 /.2
CNAPTER-NV-CLIAPTER SUMMARV OR TNE DOOR O3 REFERENCES 58 2 PRINCIPLCS OR
TNE LNTEGRATEA CONNECTIONIST/BYNIDOLIC COGNITIVE ARCNITECTURE * PAUL
BMOLENSKY AND GERALDINE .LEGENDRE 63 1 C YMNOLIC SLRUCTURES AS PATTERNS
OL ACTIVATION 6O 2 CNMINOLIC OPERATIONS AS PATTERNS OR CONNECTIONS / 1 O
OPTIMIZATION IN NEURAL NETWORKS /4 4 OPTIMIZATION IN GRAM MAR 1:
HARMONIE GRAMMAR 7 / 5 OPTIMIZATION IN GRAMMAR II: OPTIMALITV I IIEORV
/8 6 L NIVERSAL GRAMMAR, UNIVERSAL GRAMMAR, AND INNATE KNOWLEDGE ./9 7 I
REATMENT OL ILT* PRINCIPLCS IN TNE NOOK 81 8 1 LIE NIT! PICTURE: AN ICS
MAP 81 8.1 IVEPRESENTATIONS: TONN 82 VUL CONTENTS 8.2 KEPRESENTATIONS:
YVELL-RORMEDNESS; COMPUTALIONAI PERSPECTIVE 84 8.3 V ELL-LORMEDNESS:
EMPIRICAL PERSPECTIVE 87 8.4 FUNCTIONS 89 8.5 PROCESSING 91 8.6 PUTTING
I T AL I LOGETLIER 93 8. / LEARNING 93 REFERENCCS 96 3 FOUNDATIONAL
IMPLICATIONS OR TLIE ICS ARCHITECTURE: UNIFICATION IN COGNITIVE SCIENCE
* PAUL BMOLENSKY AND GERALAUIE LCGENARE 99 1 IMPLICATIONS IOR TLIE
LOUNOATIONS OF COGNITIVE SCIENCE 101 2 THE MULTIPLE CLIALLENGES OR A
UNIIIED COGNITIVE SCIENCE 106 2.1 SUELL STANTIVE INTEGRATION AND TLIE
CENTRAL PARADOX OR COGNITION 10/ 2.2 METBODOLOGICAL INTEGRATION AND
SEETARIAN WARRARE 110 2.3 METATHEORETIC INTEGRATION: MODEL- VERSUS
PRINCIPLE-CENTERCD RESEARCLI 11 1 3 LONNECTIONISM AND INTEGRATION 113 4
ILLUSTRATIVE RESULTS AND INTEGRATIVE GOALS 115 4. I IVELEVANCE TO
INTEGRATIVE GOALS 116 4.2 CAVEATS 118 REFERENCCS 120 4 OPTIMALITY: FROM
NEURAL NETWORKS TO UNIVERSAL GRAMMAR * ALAN PRINCE AND PAUL SMOLCNSKY
123 I C P T IMA LITV TRI EORY 125 2 MARKEDNESS AND LAITLIRUMESS
CONSTRAINTS 127 3 OPTIMALITY TNEORY AND NEURAL NETWORK TNEORY 131 4
LINGUISTIC KNOWLEDGE AND ITS USE 136 REFERCNCCS 141 PART II PRINCIPLES
OR TLIE INTEGRATED CONNECTIOIIIST/SYMHOLIC COGNITIVE ARCHITECTURE 5
PORMALIZING TLIE PRINCIPLES I: REPRESENTATION AND PROCESSING IN TLIE
MIND/BRAIN * PAUL SMOLENSHY 147 1 1 [: I EP[^*^YMNOLIC SLRUCTURES AS
PATTERN S OL: ACTIVITV 159 1.1 LONSTITUENT COMNINATION NY SUPERPOSITION
1 60 1.2 VARIABLE BINDING VIA INE TENSOR PRODUET 1 65 1 .3 EMBEDDING VIA
RECURSIVELY DELINED ROLE VECTORS 182 1 .4 LLIE PRINCIPLE REP^-,;
FORMALIZED 187 2 1 -.: RROC^V*^YMBOLIC OPERATIONS AS PATTERNS OR
CONNECTIONS 192 2.1 LINEAR PROCESSING IN NEURAL NETWORKS 1 92 2.2
CMNNBOLIE OPERATIONS IN ICS NETWORKS 1 94 CONTENTS IX 2.3 T 1 UMNIAN
200 3 MULTILEVEL DESCRIPTIONS IN ICS 201 REJERENCCS 203 6 FORMALIZINGF
TNE PRINCIPLES II: OPTIMIZATION AND GRAM MAR * PAUL SMOLCNSKY AND
UEERALAINE LEGENARE 207 1 OPTIMIZATION IN NEURAL NELWORKS 212 1.1
ILARMONY OL AN ACTIVATION VECTOR 213 1.2 HARMONY MAXIMIZATION 215 2
OPTIMIZATION IN GRAMMAR I: HARMONIE GRAMMAR 219 2.1 DERIVATION OL TNE I
LARMONIC GRAMMAR LORMALISM 222 2.2 RELAT IONS BETWEEN LOWER AND M^BER
LEVELS IN HARMONIE GRAMMAR 224 2.3 HARMONIE GRAMMAR AND FORMAL LANGUAGES
226 2.4 A COMPETENCE/PERRORMANEE DISTMETION 22/ 2.5 AN APPLICATION TO
NATURAL LAN^UAGE SYNTAX/SEMAIILICS 229 3 OPTIMIZATION IN GRAMMAR II:
OPTIMALITY TBEORV 232 REJERENCCS 233 7 SYMBOLIC COMPUTATION WITN
ACTIVATION PATTERNS * PAUL SMOLCNSKY AND BRUCE TCSAR 235 1 REALIZIN
SYMBOLIC STRUETURE IN ACTIVATION VECTORS 237 2 TBETYPOLOGY 238 3
PARIETAL REPRESENTATION OL SPATIAL LOCATION 24 1 4 CONTEXTUAL ROLES:
PROPOSITIONAL MEMOIY 247 5 PATTERNS IN SPACE-TIME: SYNEBRONOUS-RIRING
VARIABLE BINDING 249 5.1 TNE VARIABLE BINDING PROBLEM REVIEWED 249 5.2
BINDING BY SYNEBRONIZED RIRING 250 5.3 TENSOR PRODUCT REPRESENTATIONS 25
1 5.4 SYNEBRONIZED BRING AS A TENSOR PRODUCT 252 D.OE A TWO-WAY
LORMAL/IMPLEMENTATIONAL REPRESENTATION TYPOLOGY 254 5.6 CONCLUSION 255 6
LONTRAETION: HOLO^RAPBIC REDUCED REPRESENTATIONS 256 6.1 TENSOR
CONTRACTION 256 6.2 HOLOGRAPBIC REDUCED REPRESENTATIONS 258 7 BQUASBING:
RECURSIVE AUTO*ASSOCIATIVE MEMORIES 263 REJERENCCS 268 8 TENSOR PRODUCT
REPRESENTATIONS: PORMAL FOUNDATIONS * PAUL SMOIENSKIJ 271 1 I
NTRODUETION 2 73 1.1 TBC PROBLEM 273 1.2 DISTRIBUICD REPRESENTATION AND
CONNECIIONIST VARIABLE BINDING 274 2 CONNECTIONIST REPRESENTATION AND
TENSOR PRODUCT BINDING: DERINITION AND EXAMPLES 276 2.1 CONNECTIONIST
REPRESENTATION 226 2.2 TE NSOR PRODUCT REPRESENTATION: DERINITION 277 X
CONTENTS 2.3 1 REVIOUS REPRESENTATIONS AND SPECIAL CASES ORTENSOR
PRODUET REALIZATION 284 2.4 RELATIONS AMONG PURCLY JOEAL, SEMILOCAL, AND
KDLY DISTRIBULEU REALIZATIONS 289 3 TENSOR PRODUET REPRESENTATION:
PROPERLIES 289 3.1 RNNINDM^ 290 3.2 URACELUI SATNRATION 295 3.3 ^TORAGE
O STRUETURED DALA IN EONNECTIONIST MENIORIES 297 3.4 LEARNING OPTIMAL
ROLE REPRESENTATIONS 300 4 EXTENSION TO RECURSIVE SLRUCLURES: TREES 300
4.1 KEALIZING RECURSIVE RUNCLIONS IN LEED-IORWARD NETWORKS 301 4.2
PEEDBACK NETWORKS: GRAMMARS 330 4.3 1PPL: TENSOR PRODUET PROGRAMMING
PANGUAGE 336 4.4 PULLY DISTRIBULED RECURSIVE REPRESENTATIONS 340
PCFEROICCS 343 9 OPLIMIZATION IN NEURAL NETWORKS: ILARMONY MAXIMIZATION
* PAUL SMALENSKY 345 1 CI ROU ND WO RK 349 1 . I DI SC RETE-UPDATE AND
CONTINUOUS-UPDATE NETWORKS 349 1 .2 PEED-IORWARD AND SYMMETRIE
CONNECTIVITY AREBITECTURES 350 1.3 1 LARMONY MAXIMIZATION IN STATIC AND
DYNAMIE NETWORKS 352 I .4 QUASI-II NEAR UNITS 353 1.5 1 BRESBOLDS AND
TNE BIAS UNIT H 354 2 KXPANSION OL TKE CORE 1 LARMONY LUNETION 355 3
DETERMINISLIC NEURAL NETWORKS AS DYNAMICAL SYSTEMS 357 3. I BOOLEAN
NETWORKS 357 3.2 CONTINUOUS-VALUED NETWORKS 365 3.3 ^ U IN IN A RY OB 1
3.4 LXTENSIONS: BEYOND HARMONY MAXIMIZATION 382 4 ^TOCNASUEC NEURAL
NETWORKS AS PROBANDISTIC MENTAL MODEIS 382 4.1 C^LOCNASTIC GLOBAL 1
LARMONV MAXIMIZATION: BOLLZMANN NETWORKS 382 4.2 ALODELING A STOENASTIE
ENVIRONMENT: I LARMONIUM NETWORKS 385 5 CONCLUSION 390 REFERENCES 391 10
HARMONIE ORAMMARS AND HARMONIE PARSERS IOR PORMAL LANGUAGCS * JOHN HAIE
ANA PAUL SMOLENSLF 393 1 LONTEXT-RREE BARMONIC GRAMMARS 395 2 PARSIN^
402 2. I LIRAMMAR PREPROCESSING 402 2.2 PXAMPLE 407 2.3 LLOPFIELD
NETWORK 408 2.4 PXAMPLE 411 2.0 CONCLUDINTJ REMARKS 412 FOTERENECS 415
CONTENTS XI 1 1 THE INTERACTION OI BYNTAX AND BEMANLICS: A HARMONIE
GRAMMAR ACCOUNT OF BPLIT INTRANSITIVITY * GERALAINE LEQENARE, ) OSHIRO
MIYATA, ANA PAUL SMOIENSKI) 417 1 THE PROHLEM 4 IG 1.1 TMLIT
INTRANSITIVITY CROSSLHI^UISTICALLY 410 1.2 BPIIT INTRANSITIVITY IN
FREUEN 423 2 AUEA RMONIC GRAMMAR AECOUNT 430 2.1 REVIEW O HARMONIE
GRANNNAR 43T) 2.2 TLIE EONSTRAINTS 432 3 INE EONNEETIONIST REALIZATION
434 3.1 THE NETWOR KS 434 3.2 MELNODOLOGICAL SUMMARV 44;? 4 ANAL VZIN
THE AECOUNT 446 4.1 FMPINCA! ADEQUAEV 446 4.2 CONSISLENEY 447 4.0
LOMPRELIENS IHILITV 44/ 4.4 X ECESSITY OI SEMANTIC AND SVNLACTIC LOA
IURE? 447 4.5 GENERALITY 448 4.6 FXTEIIDIII THE AECOUNT 448 5
CONELUSION 440 REFERENCES 451 12 OPTIMALITY INEORY: INE TOTRUETURE, USE,
ANA ACQUISITION OI GRANIMATICAL KNOWLEDGE * I AUL ^MOLCNSRI/, (JERALAINE
LEGENARE, ANA BRUCE IESAR 4O 3 1 PRINCIPLES OR OPTIMALITY 1 HEORY: OL IN
THEORETICAL LINGUISTIES 46T) 1.1 STRUETURAL DESERIPTIONS 46T) .1 .2
GRAMMARS SPEEIIY FUNCTIONS; EANDIDATES RROM GEN AND INT 480 1.3 I
IANUONIC ORDERING: JJ-EVAL AND COMPETITION 484 1.4 VIOLAHLE CONSTRAINTS:
CON, MARKUEDXI!^, AND FAITI IFI LMISS 484 1 .O OPTIMALITY, HARMONIC
ORDERIN^!, AND CONSTRAINT RAN LEI N^ 480 1.6 [ NIVERSALITY, IACTORIAL
TYPOLO^Y, AND KICHNESS OI TLIE HASE 40O I . / FEXICON OPTIMIXATION 407 1
.8 THE STRUETURE OL CON 5T) I 1.9 OPTIMALITY TL LEORV S CONTRIHUTIONS TO
LINGUI STIC TL LEORV 504 2 TNE GRAMMAR-PROCESSING PROHLEM P 1 0 3 TNE
GRAMMAR-LEARNING PROHLEM 5 1 4 4 FREQUENTLY ASHED QUESTIONS :
FXPLANATION IN OPTIMALITY 1 HEORY 523 5 LONCLUSION 5 32 REFERCNCES 536
INDEX 545
|
| adam_txt |
CONTENTS VOL UME 1. COGFNITIVE ARCNITECTURE PART I 1 OWARD A CALCULUS OL
INE MINO./BRAIN: /VIA OVERVIEW 1 I IARMOM 7 OPT IRNIZATIOTI AND TNE
COMPUTATIONAL ARCNITECTURE OL TNE MINA/BRAIN* / AUF ^MOIENSKY AND GERALD
INE LEGENDRE 3 1 C\VMR)OIS AND NEURONE: W'NAT TYPE OL COMPUTER IS TNE
MIND/NRAIN? O 2 C OMIECTIONIST COMPUTATION I 0 ^YMNOLIC COMPUTATION AND
TNE COMBINATORIAL STRATEGV 18 3.1 TUE COMNINATORIAL STRATEGY
ILLUSTRATED: SENTENCE PROEESSIN 18 3.2 OTHER CONSTITUENT RELATIONS 21
3.3 GRAMMALICAL AND LEXICAL KNOWLEDGE; AR^NMENT STRUCTURE 23 3.4
HXPLAMING TUE PRODUETIVITY OL COGNITION 2 / 4 TUE PROPOSED SOLUTION 31 5
TNE EVIDENCE 37 5.1 PRIOR EVIDENCE 37 5.2 NOVEL EVIDENCE 38 6.3 C" TRICT
DOMINATION 4J 5.4 UNIVERSALS 4.2 5.5 OPLIMALITY TNEORY AND TNE COGNITIVE
SCIENCE OL LANGUAGE 43 5.6 PLULOSOPLIICAL AR^UMENTS 4O 6 RECAPITULATION
4O 7 UEVE RVIEW OR TNE NOOK 4 / /. 1 STRUCTURE OR TNE NOOK 47 /.2
CNAPTER-NV-CLIAPTER SUMMARV OR TNE DOOR O3 REFERENCES 58 2 PRINCIPLCS OR
TNE LNTEGRATEA CONNECTIONIST/BYNIDOLIC COGNITIVE ARCNITECTURE * PAUL
BMOLENSKY AND GERALDINE .LEGENDRE 63 1 C"YMNOLIC SLRUCTURES AS PATTERNS
OL ACTIVATION 6O 2 CNMINOLIC OPERATIONS AS PATTERNS OR CONNECTIONS / 1 O
OPTIMIZATION IN NEURAL NETWORKS /4 4 OPTIMIZATION IN GRAM MAR 1:
HARMONIE GRAMMAR 7 / 5 OPTIMIZATION IN GRAMMAR II: OPTIMALITV I IIEORV
/8 6 L NIVERSAL GRAMMAR, UNIVERSAL GRAMMAR, AND INNATE KNOWLEDGE ./9 7 I
REATMENT OL ILT* PRINCIPLCS IN TNE NOOK 81 8 1 LIE NIT! PICTURE: AN ICS
MAP 81 8.1 IVEPRESENTATIONS: TONN 82 VUL CONTENTS 8.2 KEPRESENTATIONS:
YVELL-RORMEDNESS; COMPUTALIONAI PERSPECTIVE 84 8.3 \V ELL-LORMEDNESS:
EMPIRICAL PERSPECTIVE 87 8.4 FUNCTIONS 89 8.5 PROCESSING 91 8.6 PUTTING
I T AL I LOGETLIER 93 8. / LEARNING 93 REFERENCCS 96 3 FOUNDATIONAL
IMPLICATIONS OR TLIE ICS ARCHITECTURE: UNIFICATION IN COGNITIVE SCIENCE
* PAUL BMOLENSKY AND GERALAUIE LCGENARE 99 1 IMPLICATIONS IOR TLIE
LOUNOATIONS OF COGNITIVE SCIENCE 101 2 THE MULTIPLE CLIALLENGES OR A
UNIIIED COGNITIVE SCIENCE 106 2.1 SUELL STANTIVE INTEGRATION AND TLIE
CENTRAL PARADOX OR COGNITION 10/ 2.2 METBODOLOGICAL INTEGRATION AND
SEETARIAN WARRARE 110 2.3 METATHEORETIC INTEGRATION: MODEL- VERSUS
PRINCIPLE-CENTERCD RESEARCLI 11 1 3 LONNECTIONISM AND INTEGRATION 113 4
ILLUSTRATIVE RESULTS AND INTEGRATIVE GOALS 115 4. I IVELEVANCE TO
INTEGRATIVE GOALS 116 4.2 CAVEATS 118 REFERENCCS 120 4 OPTIMALITY: FROM
NEURAL NETWORKS TO UNIVERSAL GRAMMAR * ALAN PRINCE AND PAUL SMOLCNSKY
123 I C P T IMA LITV TRI EORY 125 2 MARKEDNESS AND LAITLIRUMESS
CONSTRAINTS 127 3 OPTIMALITY TNEORY AND NEURAL NETWORK TNEORY 131 4
LINGUISTIC KNOWLEDGE AND ITS USE 136 REFERCNCCS 141 PART II PRINCIPLES
OR TLIE INTEGRATED CONNECTIOIIIST/SYMHOLIC COGNITIVE ARCHITECTURE 5
PORMALIZING TLIE PRINCIPLES I: REPRESENTATION AND PROCESSING IN TLIE
MIND/BRAIN * PAUL SMOLENSHY 147 1 1 [: I\EP[^*^YMNOLIC SLRUCTURES AS
PATTERN S OL: ACTIVITV 159 1.1 LONSTITUENT COMNINATION NY SUPERPOSITION
1 60 1.2 VARIABLE BINDING VIA INE TENSOR PRODUET 1 65 1 .3 EMBEDDING VIA
RECURSIVELY DELINED ROLE VECTORS 182 1 .4 LLIE PRINCIPLE REP^-,;
FORMALIZED 187 2 1 -.: RROC^V*^YMBOLIC OPERATIONS AS PATTERNS OR
CONNECTIONS 192 2.1 LINEAR PROCESSING IN NEURAL NETWORKS 1 92 2.2
CMNNBOLIE OPERATIONS IN ICS NETWORKS 1 94 CONTENTS IX 2.3 T" 1 UMNIAN'
200 3 MULTILEVEL DESCRIPTIONS IN ICS 201 REJERENCCS 203 6 FORMALIZINGF
TNE PRINCIPLES II: OPTIMIZATION AND GRAM MAR * PAUL SMOLCNSKY AND
UEERALAINE LEGENARE 207 1 OPTIMIZATION IN NEURAL NELWORKS 212 1.1
ILARMONY OL AN ACTIVATION VECTOR 213 1.2 HARMONY MAXIMIZATION 215 2
OPTIMIZATION IN GRAMMAR I: HARMONIE GRAMMAR 219 2.1 DERIVATION OL TNE I
LARMONIC GRAMMAR LORMALISM 222 2.2 RELAT IONS BETWEEN LOWER AND M^BER
LEVELS IN HARMONIE GRAMMAR 224 2.3 HARMONIE GRAMMAR AND FORMAL LANGUAGES
226 2.4 A COMPETENCE/PERRORMANEE DISTMETION 22/ 2.5 AN APPLICATION TO
NATURAL LAN^UAGE SYNTAX/SEMAIILICS 229 3 OPTIMIZATION IN GRAMMAR II:
OPTIMALITY TBEORV 232 REJERENCCS 233 7 SYMBOLIC COMPUTATION WITN
ACTIVATION PATTERNS * PAUL SMOLCNSKY AND BRUCE TCSAR 235 1 REALIZIN
SYMBOLIC STRUETURE IN ACTIVATION VECTORS 237 2 TBETYPOLOGY 238 3
PARIETAL REPRESENTATION OL SPATIAL LOCATION 24 1 4 CONTEXTUAL ROLES:
PROPOSITIONAL MEMOIY 247 5 PATTERNS IN SPACE-TIME: SYNEBRONOUS-RIRING
VARIABLE BINDING 249 5.1 TNE VARIABLE BINDING PROBLEM REVIEWED 249 5.2
BINDING BY SYNEBRONIZED RIRING 250 5.3 TENSOR PRODUCT REPRESENTATIONS 25
1 5.4 SYNEBRONIZED BRING AS A TENSOR PRODUCT 252 D.OE A TWO-WAY
LORMAL/IMPLEMENTATIONAL REPRESENTATION TYPOLOGY 254 5.6 CONCLUSION 255 6
LONTRAETION: HOLO^RAPBIC REDUCED REPRESENTATIONS 256 6.1 TENSOR
CONTRACTION 256 6.2 HOLOGRAPBIC REDUCED REPRESENTATIONS 258 7 BQUASBING:
RECURSIVE AUTO*ASSOCIATIVE MEMORIES 263 REJERENCCS 268 8 TENSOR PRODUCT
REPRESENTATIONS: PORMAL FOUNDATIONS * PAUL SMOIENSKIJ 271 1 I
NTRODUETION 2 73 1.1 TBC PROBLEM 273 1.2 DISTRIBUICD REPRESENTATION AND
CONNECIIONIST VARIABLE BINDING 274 2 CONNECTIONIST REPRESENTATION AND
TENSOR PRODUCT BINDING: DERINITION AND EXAMPLES 276 2.1 CONNECTIONIST
REPRESENTATION 226 2.2 TE NSOR PRODUCT REPRESENTATION: DERINITION 277 X
CONTENTS 2.3 1 REVIOUS REPRESENTATIONS AND SPECIAL CASES ORTENSOR
PRODUET REALIZATION 284 2.4 RELATIONS AMONG PURCLY JOEAL, SEMILOCAL, AND
KDLY DISTRIBULEU REALIZATIONS 289 3 TENSOR PRODUET REPRESENTATION:
PROPERLIES 289 3.1 RNNINDM^ 290 3.2 URACELUI SATNRATION 295 3.3 ^TORAGE
O\ STRUETURED DALA IN EONNECTIONIST MENIORIES 297 3.4 LEARNING OPTIMAL
ROLE REPRESENTATIONS 300 4 EXTENSION TO RECURSIVE SLRUCLURES: TREES 300
4.1 KEALIZING RECURSIVE RUNCLIONS IN LEED-IORWARD NETWORKS 301 4.2
PEEDBACK NETWORKS: GRAMMARS 330 4.3 1PPL: TENSOR PRODUET PROGRAMMING
PANGUAGE 336 4.4 PULLY DISTRIBULED RECURSIVE REPRESENTATIONS 340
PCFEROICCS 343 9 OPLIMIZATION IN NEURAL NETWORKS: ILARMONY MAXIMIZATION
* PAUL SMALENSKY 345 1 CI ROU ND WO RK 349 1 . I DI SC RETE-UPDATE AND
CONTINUOUS-UPDATE NETWORKS 349 1 .2 PEED-IORWARD AND SYMMETRIE
CONNECTIVITY AREBITECTURES 350 1.3 1 LARMONY MAXIMIZATION IN STATIC AND
DYNAMIE NETWORKS 352 I .4 QUASI-II NEAR UNITS 353 1.5 1 BRESBOLDS AND
TNE BIAS UNIT H 354 2 KXPANSION OL TKE CORE 1 LARMONY LUNETION 355 3
DETERMINISLIC NEURAL NETWORKS AS DYNAMICAL SYSTEMS 357 3. I BOOLEAN
NETWORKS 357 3.2 CONTINUOUS-VALUED NETWORKS 365 3.3 ^ U IN IN A RY OB 1
3.4 LXTENSIONS: BEYOND HARMONY MAXIMIZATION 382 4 ^TOCNASUEC NEURAL
NETWORKS AS PROBANDISTIC MENTAL MODEIS 382 4.1 C^LOCNASTIC GLOBAL 1
LARMONV MAXIMIZATION: BOLLZMANN NETWORKS 382 4.2 ALODELING A STOENASTIE
ENVIRONMENT: I LARMONIUM NETWORKS 385 5 CONCLUSION 390 REFERENCES 391 10
HARMONIE ORAMMARS AND HARMONIE PARSERS IOR PORMAL LANGUAGCS * JOHN HAIE
ANA PAUL SMOLENSLF 393 1 LONTEXT-RREE BARMONIC GRAMMARS 395 2 PARSIN^
402 2. I LIRAMMAR PREPROCESSING 402 2.2 PXAMPLE 407 2.3 LLOPFIELD
NETWORK 408 2.4 PXAMPLE 411 2.0 CONCLUDINTJ REMARKS 412 FOTERENECS 415
CONTENTS XI 1 1 THE INTERACTION OI BYNTAX AND BEMANLICS: A HARMONIE
GRAMMAR ACCOUNT OF BPLIT INTRANSITIVITY * GERALAINE LEQENARE, ) OSHIRO
MIYATA, ANA PAUL SMOIENSKI) 417 1 THE PROHLEM 4 IG 1.1 TMLIT
INTRANSITIVITY CROSSLHI^UISTICALLY 410 1.2 BPIIT INTRANSITIVITY IN
FREUEN 423 2 AUEA RMONIC GRAMMAR AECOUNT 430 2.1 REVIEW O\ HARMONIE
GRANNNAR 43T) 2.2 TLIE EONSTRAINTS 432 3 INE EONNEETIONIST REALIZATION
434 3.1 THE NETWOR KS 434 3.2 MELNODOLOGICAL SUMMARV 44;? 4 ANAL VZIN
THE AECOUNT 446 4.1 FMPINCA! ADEQUAEV 446 4.2 CONSISLENEY 447 4.0
LOMPRELIENS IHILITV 44/ 4.4 X ECESSITY OI SEMANTIC AND SVNLACTIC LOA
IURE? 447 4.5 GENERALITY 448 4.6 FXTEIIDIII THE AECOUNT 448 5
CONELUSION 440 REFERENCES 451 12 OPTIMALITY INEORY: INE TOTRUETURE, USE,
ANA ACQUISITION OI GRANIMATICAL KNOWLEDGE * I AUL ^MOLCNSRI/, (JERALAINE
LEGENARE, ANA BRUCE IESAR 4O 3 1 PRINCIPLES OR OPTIMALITY 1 HEORY: OL IN
THEORETICAL LINGUISTIES 46T) 1.1 STRUETURAL DESERIPTIONS 46T) .1 .2
GRAMMARS SPEEIIY FUNCTIONS; EANDIDATES RROM GEN AND INT 480 1.3 I
IANUONIC ORDERING: JJ-EVAL AND COMPETITION 484 1.4 VIOLAHLE CONSTRAINTS:
CON, MARKUEDXI!^, AND FAITI IFI 'LMISS 484 1 .O OPTIMALITY, HARMONIC
ORDERIN^!, AND CONSTRAINT RAN LEI N^ 480 1.6 [ ' NIVERSALITY, IACTORIAL
TYPOLO^Y, AND KICHNESS OI TLIE HASE 40O I . / FEXICON OPTIMIXATION 407 1
.8 THE STRUETURE OL CON 5T) I 1.9 OPTIMALITY TL LEORV S CONTRIHUTIONS TO
LINGUI STIC TL LEORV 504 2 TNE GRAMMAR-PROCESSING PROHLEM P 1 0 3 TNE
GRAMMAR-LEARNING PROHLEM 5 1 4 4 FREQUENTLY ASHED "QUESTIONS':
FXPLANATION IN OPTIMALITY 1 HEORY 523 5 LONCLUSION 5 32 REFERCNCES 536
INDEX 545 |
| any_adam_object | 1 |
| any_adam_object_boolean | 1 |
| author | Smolensky, Paul Legendre, Géraldine |
| author_facet | Smolensky, Paul Legendre, Géraldine |
| author_role | aut aut |
| author_sort | Smolensky, Paul |
| author_variant | p s ps g l gl |
| building | Verbundindex |
| bvnumber | BV023015888 |
| classification_rvk | CC 5500 |
| ctrlnum | (OCoLC)633687755 (DE-599)BVBBV023015888 |
| discipline | Philosophie |
| discipline_str_mv | Philosophie |
| format | Book |
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| id | DE-604.BV023015888 |
| illustrated | Illustrated |
| index_date | 2024-07-02T19:11:17Z |
| indexdate | 2024-07-09T21:09:02Z |
| institution | BVB |
| isbn | 0262195267 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-016220049 |
| oclc_num | 633687755 |
| open_access_boolean | |
| owner | DE-19 DE-BY-UBM DE-29 DE-83 DE-11 DE-188 |
| owner_facet | DE-19 DE-BY-UBM DE-29 DE-83 DE-11 DE-188 |
| physical | XXIV, 563 S. Ill. |
| publishDate | 2006 |
| publishDateSearch | 2006 |
| publishDateSort | 2006 |
| publisher | MIT Press |
| record_format | marc |
| series2 | Bradford Books |
| spelling | Smolensky, Paul Verfasser aut The harmonic mind from neural computation to optimality-theoretic grammar 1 Cognitive architecture Paul Smolensky and Géraldine Legendre Cambridge, MA MIT Press 2006 XXIV, 563 S. Ill. txt rdacontent n rdamedia nc rdacarrier Bradford Books Legendre, Géraldine Verfasser aut (DE-604)BV023015873 1 GBV Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=016220049&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Smolensky, Paul Legendre, Géraldine The harmonic mind from neural computation to optimality-theoretic grammar |
| title | The harmonic mind from neural computation to optimality-theoretic grammar |
| title_auth | The harmonic mind from neural computation to optimality-theoretic grammar |
| title_exact_search | The harmonic mind from neural computation to optimality-theoretic grammar |
| title_exact_search_txtP | The harmonic mind from neural computation to optimality-theoretic grammar |
| title_full | The harmonic mind from neural computation to optimality-theoretic grammar 1 Cognitive architecture Paul Smolensky and Géraldine Legendre |
| title_fullStr | The harmonic mind from neural computation to optimality-theoretic grammar 1 Cognitive architecture Paul Smolensky and Géraldine Legendre |
| title_full_unstemmed | The harmonic mind from neural computation to optimality-theoretic grammar 1 Cognitive architecture Paul Smolensky and Géraldine Legendre |
| title_short | The harmonic mind |
| title_sort | the harmonic mind from neural computation to optimality theoretic grammar cognitive architecture |
| title_sub | from neural computation to optimality-theoretic grammar |
| url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=016220049&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
| volume_link | (DE-604)BV023015873 |
| work_keys_str_mv | AT smolenskypaul theharmonicmindfromneuralcomputationtooptimalitytheoreticgrammar1 AT legendregeraldine theharmonicmindfromneuralcomputationtooptimalitytheoreticgrammar1 |