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.
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.
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.
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.
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