Introduction to Connectionist Modelling of Cognitive Processes 论文

摘要

Introduction 1. The basics of connectionist information processing 2. The appeal of parallel distributed processing for modelling cognition 3. Pattern association 4. Auto association 5. Training a multi-layer network with an error signal: hidden units and backpropagation 6. Competitive networks 7. Recurrent networks 8. Reading aloud 9. Language acquisition 10. Connectionism and cognitive development 11. Connectionist neuropsychology - lesioning neural networks 12. Mental representation: Rules, symbols, and connectionist networks 13. Network models of brain function 14. Evolutionary connectionism 15. A selective history of connectionism before 1986 Appendices 1-4 References