Connectionist Models of Development Developmental Processes in Real and Artificial Neural Networks

Connectionist Models of Development is an edited collection of essays on the current work concerning connectionist or neural network models of human development. The brain comprises millions of nerve cells that share myriad connections, and this book looks at how human development in these systems i...

Ausführliche Beschreibung

Gespeichert in:
Bibliographische Detailangaben
1. Verfasser: Quinlan, Philip T.
Format: E-Book Buch
Sprache:Englisch
Veröffentlicht: Hove, East Sussex ; New York Psychology Press 2003
Taylor and Francis
Taylor & Francis Group
Ausgabe:1
Schriftenreihe:Studies in Developmental Psychology
Schlagworte:
Connectionism
Developmental Psychology
Neural Nets
Latent Memory Traces
Prediction Task
Lexical Segmentation
Hidden Units
Training Syllables
Hebbian Learning
Output Units
Recurrent Network
Word Forms
Input Output Units
Modality Specific Responses
Receptive Field Profiles
Vocabulary Acquisition
Multisensory Integration
SC Neuron
Contrastive Hebbian Learning
Midbrain Dopamine System
Self-organising Neural Network
Peristimulus Time Histograms
Binocular Disparities
Multi-sensory Integration
Card Sorting Task
RF
Multisensory Neurons
Simple Recurrent Network
ISBN:9781841692685, 1841692689, 1841692697, 9781841692692
Online-Zugang:Volltext
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Inhaltsangabe:
  • Book Cover -- Half-Title -- Title -- Copyright -- Contents -- List of Contributors -- Modelling Human Development: In Brief -- 1. A Connectionist Perspective on Piagetian Development -- 2. Connectionist Models of Learning and Development in Infancy -- 3. The Role of Prefrontal Cortex in Perseveration: Developmental and Computational Explorations -- 4. Language Acquisition in a Self-Organising Neural Network Model -- 5. Connectionist Modelling of Lexical Segmentation and Vocabulary Acquisition -- 6. Less is Less in Language Acquisition -- 7. Pattern Learning in Infants and Neural Networks -- 8. Does Visual Development Aid Visual Learning? -- 9. Learning and Brain Development: A Neural Constructivist Perspective -- 10. Cross-Modal Neural Development -- 11. Evolutionary Connectionism -- Author Index -- Subject Index