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Evolving Connectionist Systems: Methods and Applications in Bioinformatics, Brain Study and Intelligent Machines - Softcover
Synopsis
I Evolving Connectionist Systems: Methods and Techniques.- 1 Evolving Processes and Evolving Connectionist Systems.- 2 Evolving Connectionist Systems for Unsupervised Learning.- 3 Evolving Connectionist Systems for Supervised Learning.- 4 Recurrent Evolving Systems, Reinforcement Learning and Evolving Automata.- 5 Evolving Neuro-Fuzzy Inference Systems.- 6 Evolutionary Computation and Evolving Connectionist Systems.- 7 Evolving Connectionist Machines - Framework, Biological Motivation and Implementation Issues.- II Evolving Connectionist Systems: Applications in Bioinformatics, Brain Study, and Intelligent Systems.- 8 Data Analysis, Modelling and Knowledge Discovery in Bioinformatics.- 9 Dynamic Modelling of Brain Functions and Cognitive Processes.- 10 Modelling the Emergence of Acoustic Segments (Phonemes) in Spoken Languages.- 11 On-Line Adaptive Speech Recognition.- 12 On-Line Image and Video Data Processing.- 13 Evolving Systems for Integrated Multi-Modal Information Processing.- Epilogue.- References.- Extended Glossary.
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