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Sequence Learning Book

Sequence Learning
Sequence Learning, Sequential behavior is essential to intelligence in general and a fundamental part of human activities, ranging from reasoning to language, and from everyday skills to complex problem solving. Sequence learning is an important component of learning in man, Sequence Learning has a rating of 3 stars
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Sequence Learning, Sequential behavior is essential to intelligence in general and a fundamental part of human activities, ranging from reasoning to language, and from everyday skills to complex problem solving. Sequence learning is an important component of learning in man, Sequence Learning
3 out of 5 stars based on 2 reviews
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Digital Copy
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  • Sequence Learning
  • Written by author Ron Sun
  • Published by Springer-Verlag New York, LLC, January 2008
  • Sequential behavior is essential to intelligence in general and a fundamental part of human activities, ranging from reasoning to language, and from everyday skills to complex problem solving. Sequence learning is an important component of learning in man
  • Sequential behavior is essential to intelligence in general and a fundamental part of human activities, ranging from reasoning to language, and from everyday skills to complex problem solving. Sequence learning is an important component of learning in man
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Book Categories

Authors

Introduction to Sequence Learning1
Sequence Clustering and Learning with Markov Models
Sequence Learning via Bayesian Clustering by Dynamics11
Using Dynamic Time Warping to Bootstrap HMM-Based Clustering of Time Series35
Sequence Prediction and Recognition with Neural Networks
Anticipation Model for Sequential Learning of Complex Sequences53
Bidirectional Dynamics for Protein Secondary Structure Prediction80
Time in Connectionist Models105
On the Need for a Neural Abstract Machine135
Sequence Discovery with Symbolic Methods
Sequence Mining in Categorical Domains: Algorithms and Applications162
Sequence Learning in the Act-R Cognitive Architecture: Empirical Analysis of a Hybrid Model188
Sequential Decision Making
Sequential Decision Making Based on Direct Search213
Automatic Segmentation of Sequences through Hierarchical Reinforcement Learning241
Hidden-Mode Markov Decision Processes for Nonstationary Sequential Decision Making264
Pricing in Agent Economies Using Neural Networks and Multi-agent Q-Learning288
Biologically Inspired Sequence Learning Models
Multiple Forward Model Architecture for Sequence Processing308
Integration of Biologically Inspired Temporal Mechanisms into a Cortical Framework for Sequence Processing321
Attentive Learning of Sequential Handwriting Movements: A Neural Network Model349
About Editors389
Author Index391


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