Neural Information Processing: Research and Development

Front Matter....Pages I-IX
Scale Independence in the Visual System....Pages 1-18
Dynamic Neuronal Information Processing of Vowel Sounds in Auditory Cortex....Pages 19-38
Convolutional Spiking Neural Network for Robust Object Detection with Population Code Using Structured Pulse Packets....Pages 39-55
Networks constructed of neuroid elements capable of temporal summation of signals....Pages 56-76
Predictive synchrony organized by spike-based Hebbian learning with time-representing synfire activities....Pages 77-93
Improving Chow-Liu Tree Performance by Mining Association Rules....Pages 94-112
A Reconstructed Missing Data-Finite Impulse Response Selective Ensemble (RMD-FSE) Network....Pages 113-127
Higher Order Multidirectional Associative Memory with Decreasing Energy Function....Pages 128-149
Fast Indexing of Codebook Vectors Using Dynamic Binary Search Trees With Fat Decision Hyperplanes....Pages 150-166
On Some External Characteristics of Brain-like Learning and Some Logical Flaws of Connectionism....Pages 167-179
Superlinear Learning Algorithm Design....Pages 180-210
Extension of Binary Neural Networks for Multi-class Output and Finite Automata....Pages 211-237
A Memory-Based Reinforcement Learning Algorithm to Prevent Unlearning in Neural Networks....Pages 238-255
Structural Optimization of Neural Networks by Genetic Algorithm with Degeneration (GA d )....Pages 256-277
Adaptive Training for Combining Classifier Ensembles....Pages 278-293
Combination Strategies for Finding Optimal Neural Network Architecture and Weights....Pages 294-319
Biologically inspired recognition system for car detection from real-time video streams....Pages 320-333
Financial Time Series Prediction Using Non-fixed and Asymmetrical Margin Setting with Momentum in Support Vector Regression....Pages 334-350
A Method for Applying Neural Networks to Control of Nonlinear Systems....Pages 351-369
Robot Manipulator Control via Recurrent Neural Networks....Pages 370-386
Gesture Recognition Based on SOM Using Multiple Sensors....Pages 387-404
Enhanced phrase-based document clustering using Self-Organizing Map (SOM) architectures....Pages 405-424
Discovering gene regulatory networks from gene expression data with the use of evolving connectionist systems....Pages 425-436
Experimental Analysis of Knowledge Based Multiagent Credit Assignment....Pages 437-459
Implementation of Visual Tracking System using Artificial Retina Chip and Shape Memory Alloy Actuator....Pages 460-477