Connectionist models of development: developmental processes in real and artificial neural networks
Saved in:
| Format: | Book |
|---|---|
| Language: | English |
| Published: |
Hove [u.a.]
Psychology Press
2003
|
| Edition: | 1. publ. |
| Series: | Studies in developmental psychology
|
| Subjects: | |
| Online Access: | Inhaltsverzeichnis |
| Physical Description: | X, 386 S. Ill., graph. Darst. |
| ISBN: | 1841692689 |
Staff View
MARC
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| 245 | 1 | 0 | |a Connectionist models of development |b developmental processes in real and artificial neural networks |c ed. by Philip T. Quinlan |
| 250 | |a 1. publ. | ||
| 264 | 1 | |a Hove [u.a.] |b Psychology Press |c 2003 | |
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| 650 | 4 | |a Connectionism | |
| 650 | 4 | |a Developmental psychology | |
| 650 | 4 | |a Human Development | |
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Record in the Search Index
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|---|---|
| adam_text | Contents
List of contributors ix
Introduction Modelling human development: In brief 1
Philip T. Quintan
A personal perspective 2
The structure of the book 6
References 11
1. A connectionist perspective on Piagetian development 13
Sylvain Sirois and Thomas R. Shultz
Piaget s mechanisms of change 15
The CC generative algorithm 18
A model of conservation 23
A model of discrimination shifts 31
General discussion 37
References 39
2. Connectionist models of learning and development in infancy 43
Denis Mareschal
Processing a single source of information: The case of
perceptual categorisation 44
Processing multiple sources of information: The case of
phoneme discrimination 52
The impact of architectural constraints: The case of infants
and objects 57
v
Vi CONTENTS
Encapsulated processing modules: The case of the perception of
object unity 65
General discussion and future directions 76
References 78
3. The role of prefrontal cortex in perseveration: Developmental and
computational explorations 83
Yuko Munakata, J. Bruce Morton, and Jennifer Merva Stedron
Introduction 83
Prefrontal cortex and perseveration 86
Dissociations 101
Decalage 105
Discussion 107
Conclusion 110
References 111
4. Language acquisition in a self organising neural network model 115
Ping Li
Introduction 115
The interaction between verb semantics and morphology 118
Self organising neural network and language acquisition 122
A SOFM model of lexical and morphological acquisition 128
Conclusions 142
References 145
5. Connectionist modelling of lexical segmentation and vocabulary
acquisition 151
Matt H. Davis
The acquisition of lexical segmentation 154
Vocabulary acquisition 161
Simulation 1: Learning to identify words in connected speech 167
Simulation 2: Combining phonological learning and vocabulary
acquisition 173
General discussion 179
References 184
6. Less is less in language acquisition 189
Douglas L. T. Rohde and David C. Plaut
Elman (1991,1993) 191
Goldowsky and Newport (1993) 205
Kareev, Lieberman, and Lev (1997) 212
Cochran, McDonald, and Parault (1999) 218
Kersten and Earles (2001) 220
General discussion 223
Conclusion 228
References 229
CONTENTS Vii
7. Pattern learning in infants and neural networks 233
Michael Gasser and Eliana Colunga
Patterns 234
Pattern learning in neural networks 239
Simulations 245
Conclusions 254
References 254
8. Does visual development aid visual learning? 257
Melissa Dominguez and Robert A. Jacobs
Developmental and nondevelopmental models 264
Data sets and simulation results 270
Concluding remarks 275
References 276
9. Learning and brain development: A neural constructivist
perspective 279
Steven R. Quartz
The problem of developmental change 279
Constructive learning and the time dependent properties of
developing cortex 288
Dynamic developmental constraints 294
From hierarchical development to a behavioural systems view 296
References 305
10. Cross modal neural development 311
Mark T. Wallace
Cross modal perceptual and behavioural processes 311
The adult superior colliculus as a model for studying
multisensory processing 313
Multisensory integration at the neuronal level 315
Multisensory integration at the behavioural level 318
The role of cortex in multisensory integration 319
The universality of multisensory integration 322
The development of human multisensory processes 323
The superior colliculus: A model for sensory development 324
The development of multisensory neurons 325
The development of influences from cortex 328
Multisensory development in nonhuman primates 330
The role of experience in multisensory development 330
Cross modal plasticity 335
Towards a connectionist model of cross modal development 336
Concluding remarks 337
References 338
11. Evolutionary connectionism 345
Peter McLeod and Bodo Maass
Vili CONTENTS
Weight evolution and the emergence of goal directed behaviour 347
Evolution of learning rules and the recognition of speech 351
Structural evolution and the discovery of a visual motor
coordination algorithm 355
Conclusion 364
References 364
Author index 367
Subject index 381
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| language | English |
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| series2 | Studies in developmental psychology |
| spelling | Connectionist models of development developmental processes in real and artificial neural networks ed. by Philip T. Quinlan 1. publ. Hove [u.a.] Psychology Press 2003 X, 386 S. Ill., graph. Darst. txt rdacontent n rdamedia nc rdacarrier Studies in developmental psychology Cognitieve ontwikkeling gtt Connectionisme gtt Connexionnisme Neurale netwerken gtt Psychologie du développement Cognition physiology Connectionism Developmental psychology Human Development Learning Models, Psychological Neural Networks (Computer) Entwicklung (DE-588)4113450-3 gnd rswk-swf Konnektionistisches Netz (DE-588)4304815-8 gnd rswk-swf (DE-588)4143413-4 Aufsatzsammlung gnd-content Konnektionistisches Netz (DE-588)4304815-8 s Entwicklung (DE-588)4113450-3 s DE-604 Quinlan, Philip T. Sonstige oth HBZ Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=009920379&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Connectionist models of development developmental processes in real and artificial neural networks Cognitieve ontwikkeling gtt Connectionisme gtt Connexionnisme Neurale netwerken gtt Psychologie du développement Cognition physiology Connectionism Developmental psychology Human Development Learning Models, Psychological Neural Networks (Computer) Entwicklung (DE-588)4113450-3 gnd Konnektionistisches Netz (DE-588)4304815-8 gnd |
| subject_GND | (DE-588)4113450-3 (DE-588)4304815-8 (DE-588)4143413-4 |
| title | Connectionist models of development developmental processes in real and artificial neural networks |
| title_auth | Connectionist models of development developmental processes in real and artificial neural networks |
| title_exact_search | Connectionist models of development developmental processes in real and artificial neural networks |
| title_full | Connectionist models of development developmental processes in real and artificial neural networks ed. by Philip T. Quinlan |
| title_fullStr | Connectionist models of development developmental processes in real and artificial neural networks ed. by Philip T. Quinlan |
| title_full_unstemmed | Connectionist models of development developmental processes in real and artificial neural networks ed. by Philip T. Quinlan |
| title_short | Connectionist models of development |
| title_sort | connectionist models of development developmental processes in real and artificial neural networks |
| title_sub | developmental processes in real and artificial neural networks |
| topic | Cognitieve ontwikkeling gtt Connectionisme gtt Connexionnisme Neurale netwerken gtt Psychologie du développement Cognition physiology Connectionism Developmental psychology Human Development Learning Models, Psychological Neural Networks (Computer) Entwicklung (DE-588)4113450-3 gnd Konnektionistisches Netz (DE-588)4304815-8 gnd |
| topic_facet | Cognitieve ontwikkeling Connectionisme Connexionnisme Neurale netwerken Psychologie du développement Cognition physiology Connectionism Developmental psychology Human Development Learning Models, Psychological Neural Networks (Computer) Entwicklung Konnektionistisches Netz Aufsatzsammlung |
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