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- 352 pages
- English
- ePUB (mobile friendly)
- Available on iOS & Android
eBook - ePub
Book details
Table of contents
Citations
About This Book
This textbook provides an introduction and review of connectionist models applied to psychological topics. Chapters include basic reviews of connectionist models, their properties and their attributes. The application of these models to the domains of perception, memory, attention, word processing, higher language processing, and cognitive neuropsychology is then reviewed.
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Yes, you can access Connectionist Psychology by Rob Ellis, G.W. Humphreys in PDF and/or ePUB format, as well as other popular books in Psicología & Psicología cognitiva y cognición. We have over one million books available in our catalogue for you to explore.
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Table of contents
- Cover
- Half Title
- Title Page
- Copyright Page
- Dedication
- Table of Contents
- Figure and table acknowledgements
- Preface
- 1. Basic issues and concepts
- 2. Models
- 3. Learning and memory
- READING: Distributed memory and the representation of general and specific information
- READING: ALCOVE: An exemplar-based connectionist model of category learning
- 4. Perception
- READING: Network model of shape-from-shading: Neural function arises from both receptive and projective fields
- READING: Search via Recursive Rejection (SERR): A connectionist model of visual search
- 5. Sequential behaviours in networks
- READING: Toward a network model of the articulatory loop
- READING: Finding structure in time
- 6. Word recognition and production
- READING: Understanding normal and impaired word reading: Computational principles in quasi-regular domains
- 7. High-level language and thought
- READING: U-shaped learning and frequency effects in a multilayered perceptron: Implications for child language acquisition
- 8. Modelling cognitive disorders
- READING: Neuropsychological inference with an interactive brain: A critique of the “locality” assumption
- 9. A reckoning
- READING: Computational consequences of a bias toward short connections
- Glossary
- Reference
- Author index
- Subject index