Connectionist Models of Cognition and Perception: Proceedings of the Seventh Neural Computation and Psychology Workshop, Brighton, England, 17-19 September 2001
Connectionist Models of Cognition and Perception collects together refereed versions of twenty-three papers presented at the Seventh Neural Computation and Psychology Workshop (NCPW7). This workshop series is a well-established and unique forum that brings together researchers from such diverse disciplines as artificial intelligence, cognitive science, computer science, neurobiology, philosophy and psychology to discuss their latest work on connectionist modelling in psychology.The articles have the main theme of connectionist modelling of cognition and perception, and are organised into six sections, on: cell assemblies, representation, memory, perception, vision and language. This book is an invaluable resource for researchers interested in neural models of psychological phenomena.
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Describing Low Level Psychological Phenomena through Cell Assemblies
The Evolution of Gated SubNetworks and Modularity in the Human Brain
The Role of Perception and Action in Object Categorisation
Perception Orientated Representation in Problem Solving
Measurement and Design of Goal Directed Behaviour
Habituation During Encoding of Episodic Memory
Short Term Memory in a Network of Spiking Neurons
Psychological Correlates of Face Shapes
How Do People Look at Natural Images?
Neural Network Modelling of Inhibition in VisuoMotor Control
Low Level Priming as a Consequence of Perception
Visual Attractors and Images Processing
Questioning the Role of Conceptual Similarity
Integrating Perception and Production in a Neural Network Model
The Influence of Semantics in Lexical Selection in Speech
Efficient Processing in the Retina
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activation analysis associated asymmetry effect autoencoder behaviour brain cats cell-assemblies cells cognitive entities components computational connectionist contrast correlation corresponding cortex cycles decrease distracter dogs Ebbinghaus illusion encoding episodic memory error experiment experimental eye movements face Figure filter fixation free recall frequency items frequency words function Gabor filter goal habituation hidden layer hidden units high frequency human independent component analysis infants INFERNET inhibitory input latencies learning lexical matrix mechanism memory trace mirror neurons modularity motor Neural Networks neurons nodes objects output parameters participants path pattern perception perceptual similarity performance phase phonological predicted primacy effect processing Psychology recency recency effect receptive fields regions represented response saccades saliency map segments selection semantic similarity shape short-term memory shows signal simulations social category spatial speech stimuli subjects syllable target task temporal threshold values variance vector visual routines vowels weights