Connectionist Models in Cognitive Psychology Studies in Cognition Series
Coordonnateur : Houghton George
Connectionist Models in Cognitive Psychology is a state-of-the-art review of neural network modelling in core areas of cognitive psychology including: memory and learning, language (written and spoken), cognitive development, cognitive control, attention and action. The chapters discuss neural network models in a clear and accessible style, with an emphasis on the relationship between the models and relevant experimental data drawn from experimental psychology, neuropsychology and cognitive neuroscience. These lucid high-level contributions will serve as introductory articles for postgraduates and researchers whilst being of great use to undergraduates with an interest in the area of connectionist modelling.
George Houghton, Introduction. Section 1: Learning. David R. Shanks, Connectionist Models of Basic Human Learning Processes. John A. Bullinaria, Connectionist Neuropsychology. John K. Kruschke, Learning Involves Attention. Section 2: Memory. Randall C. O'Reilly, The Division of Labor between the Neocortex and Hippocampus. E. Charles Leek, Category-specific Semantic Memory Impairments: What Can Connectionist Simulations Reveal about the Organisation of Conceptual Knowledge? Mike Page, Connectionist Models of Short-term Memory for Serial Order. David W. Glasspool, Serial Order in Behaviour: Evidence from Performance Slips. Section 3: Attention and Cognitive Control. Dietmar Heinke and Glyn W. Humphreys, Computational Models of Visual Selective Attention: A Review. Richard P. Cooper, The Control of Routine Action: Modelling Normal and Impaired Functioning. Section 4: Language Processes. Morten H. Christiansen and Suzanne Curtin, Integrating Multiple Cues in Language Acquisition: A Computational Study of Early Infant Speech Segmentation. Gary S. Dell, Language Production, Lexical Access, and Aphasia. Marco Zorzi, Computational Models of Reading.
Date de parution : 07-2014
15.6x23.4 cm
Date de parution : 02-2005
15.6x23.4 cm
Thème de Connectionist Models in Cognitive Psychology :
Mots-clés :
Connectionist Models; Hidden Units; hidden; Vice Versa; units; Nonliving Things; output; Exception Words; neural; Input Units; network; Lexical Route; delta; Verbal STM; rule; Output Unit; double; Disproportionate Impairment; dissociation; Surface Dyslexia; functional; Double Dissociation; Functional Semantic Units; DRC Model; Delta Rule; Spelling Sound Mapping; Input Pattern; Functional Hypothesis; Reading Disorder; Exception Word Reading; Probabilistic Cues; Dual Process Model; Selective Damage; Pattern Separation; Regular Words