Advances in Neural Network Research: IJCNN 2003

Abstract

Perceptual and motor function: adaptive force generation for precision-grip lifting by a spectral timing model of the cerebellum, A. Ulloa, D. Bullock, B.J.Rhodes Radial basis function neural networks for nonlinear Fisher discrimination and Neyman-Pearson classification, D. Casasent, X.W. Chen Intrinsic generalization analysis of low dimensional representations, X. Liu, A. Srivastava Application of four-layer neural network on information extraction, M. Han, L. Cheng, H. Meng Subject independent facial expression recognition with robust face detection, M. Matsugu, K. Mori, Y. Mitari,Y. Kaneda A generalized feedforward neural network architecture for classification and regression, G. Arulampalam, A. Bouzerdoum. Cognitive function and computational neuroscience: Hierarchical cognitive maps, H. Voicu Modeling goal-directed spatial navigation in the rat based on physiological data from the hippocampal formation, R.A. Koene, A. Gorchetchnikov An efficient training algorithm for dynamic synapse neural networks using trust region methods, H.H. Namarvar, T.W. Berger Temporal binding as an inducer for connectionist recruitment learning over delayed lines, C. Gunay, A.S. Maida Developments in understanding neuronal spike trains and functional specializations in brain regions, R.A. Santiago, J. McNames, K. Burchiel, G.G. Lendaris Shaping up simple cell's receptive field of animal visual by ICA and its application in navigation system, L. Zhang, J. Mei eLoom and Flatland - specification, simulation and visualization engines for the study of arbitrary hierarchical neural architectures, T.P. Caudell, Y. Xiao, M.J. Healy Associative morphological memories based on variations of the kernel and dual kernel methods, P. Sussner. Informatics: Adaptive double self-organizing maps for clustering gene expression, H. Ressom, D. Wang, P. Natarajan An accelerated procedure for recursive feature ranking on microarray data, C. Furlanello, M. Serafini, S. Merler, G. Jurman. Dynamics: Pattern completion through phase coding in population neurodynamics, A. Gutierrez-Galvez Passive dendritic integration heavily affects spiking dynamics of recurrent networks, G.A. Ascoli Abductive reasoning with recurrent neural networks, A.M. Abdelbar, E.A.M. Andrews, D.C. Wunsch Neural networks with chaotic recursive nodes - techniques for the design of associative memories, contrast with Hopfield architectures,and extensions for time-dependent inputs, E. Del Moral Hernandez Simple and conditioned adaptive behaviorfrom Kalman filter trained recurrent networks, L.A. Feldkamp, D.V. Prokhorov, T.M. Feldkamp. Reinforcement learning and control: Learning robot actions based on self-organising language memory, S. Wermter, M. Elshaw Autonomous mental development in high dimensional context and action spaces, A. Joshi, J. Weng Chaos control and synchronization, with Input saturation, via recurrent neural networks, E.N. Sanchez, L.J.Ricalde. (Part contents.)