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Connectionist Models of Memory and Language Book

Connectionist Models of Memory and Language
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  • Connectionist Models of Memory and Language
  • Written by author Joseph Levy
  • Published by Taylor & Francis, 1995/12/20
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Authors

Preface
Acknowledgements
Contributors
Sect. I Memory 1
1 Competitive queuing and the articulatory loop 5
2 Temporal chunking and synchronization using a modular recurrent network architecture 31
3 Learning to learn in a connectionist network: the development of associative learning 41
4 Interference and discrimination in neural net memory 57
5 Transfer of learning in back-propagation and in related neural network models 73
6 Interactions between short- and long-term weights: applications for cognitive modelling 95
Sect. II Reading 113
7 Self-learning and connectionist approaches to text-phoneme conversion 117
8 Reading exception words and pseudowords: are two routes really necessary? 145
9 Neural network models of reading: solving the alignment problem without Wickelfeatures 161
Sect. III Computation and Statistics 179
10 Cortical neurocomputation, language and cognition 181
11 Neural networks: the new statistical models of mind 207
12 Acquiring syntactic information from distributional statistics 229
Sect. IV Speech and Audition 243
13 Onset/offset filters for the segmentation of sound 247
14 Time-warping tasks and recurrent neural networks 269
15 Bottom-up connectionist modelling of speech 289
16 Interactive models of lexicalization: some constraints from speech error, picture naming and neuropsychological data 311
Index 333


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