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Advances in neural networks research: IJCNN 2003

Advances in neural networks research: IJCNN 2003

자료유형
단행본
개인저자
Wunsch, Donald C. 2 Hasselmo, Michael Venayagamoorthy, Ganesh Kumar Wang, DeLiang
단체저자명
IEEE Neural Networks Council.
서명 / 저자사항
Advances in neural networks research: IJCNN 2003 / edited by Donald C. Wunsch II ... [et al.].
발행사항
Amsterdam ;   London :   Pergamon ,   2003.  
형태사항
519- 945 p. : ill. ; 29 cm.
ISBN
0080443206
일반주기
Reprinted from: Neural networks, July 2003.  
"The top-reviewing papers from the 2003 International Joint Conference on Neural Networks (IJCNN) have been expanded and assembled here in book format"--P. 519.  
Other editors: Michael Hasselmo, Ganesh Kumar Venayagamoorthy, DeLiang Wang  
서지주기
Includes bibliographical references.
일반주제명
Neural networks (Computer science) -- Congresses.
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005 20040914095309
007 ta
008 040910s2003 d oa
020 ▼a 0080443206
040 ▼d 211009
082 0 4 ▼a 006.32 ▼2 21
090 ▼a 006.32 ▼b A2442
245 0 0 ▼a Advances in neural networks research: ▼b IJCNN 2003 / ▼c edited by Donald C. Wunsch II ... [et al.].
246 0 ▼a Neural networks.
260 ▼a Amsterdam ; ▼a London : ▼b Pergamon , ▼c 2003.
300 ▼a 519- 945 p. : ▼b ill. ; ▼c 29 cm.
500 ▼a Reprinted from: Neural networks, July 2003.
500 ▼a "The top-reviewing papers from the 2003 International Joint Conference on Neural Networks (IJCNN) have been expanded and assembled here in book format"--P. 519.
500 ▼a Other editors: Michael Hasselmo, Ganesh Kumar Venayagamoorthy, DeLiang Wang
504 ▼a Includes bibliographical references.
650 0 ▼a Neural networks (Computer science) ▼v Congresses.
700 1 ▼a Wunsch, Donald C. ▼b 2
700 1 ▼a Hasselmo, Michael
700 1 ▼a Venayagamoorthy, Ganesh Kumar
700 1 ▼a Wang, DeLiang
710 2 ▼a IEEE Neural Networks Council.
710 2 ▼a International Neural Network Society.
710 2 ▼a Institute of Electrical and Electronics Engineers.

소장정보

No. 소장처 청구기호 등록번호 도서상태 반납예정일 예약 서비스
No. 1 소장처 과학도서관/Sci-Info(2층서고)/ 청구기호 006.32 A2442 등록번호 121097012 도서상태 대출가능 반납예정일 예약 서비스 B M

컨텐츠정보

목차

Editorial.
Welcome to the Special Issue: The best of the best (D.C. Wunsch II, M. Hasselmo, D. Wang, G.K. Venayagamoorthy).



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. Günay, 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 it's 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 fo 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)
Proper orthogonal decomposition based optimal neurocontrol synthesis of a chemical reactor process using approximate dynamic programming (R. Padhi, S.N.Balakrishnan)
Numerical solution of elliptic partial differential equation using radial basis function neural networks (L. Jianyu, L.Siwei, Qu.Yingjian, H.Yaping)



THEORY
Statistical efficiency of adaptive algorithms (B. Widrow, M.Kamenetsky)
On structure-exploiting trust-region regularized nonlinear least squares algorithms for neural-network learning (E. Mizutani, J.W.Demmel)
Stochastic resonance in noisy threshold neurons (B. Kosko, S.Mitaim)
Quantum optimization for training support vector machines (D. Anguita, S.Ridella, F.Rivieccio, R.Zunino)
On the quality of ART1 text clustering (L. Massey)
Extension neural network and its applications (M.H. Wang, C.P.Hung)
Fuzzy least squares support vector machines for multiclass problems (D.Tsujinishi, S. Abe)
Evolving efficient learning algorithms for binary mappings (J.A. Bullinaria)
A network for recursive extraction of canonical coordinates (A. Pezeshki, M.R.Azimi-Sadjadi, L.L.Scharf)
Automatic Basis Selection Techniques for RBF Networks (A. Ghodsi, D.Schuurmans)
Data smoothing regularization, multi-sets-learning, and problem solving strategies (L. Xu)
Million city traveling salesman problem solution by divide and conquer clustering with adaptive resonance neural networks (S.A. Mulder, D.C.Wunsch II)



APPLICATIONS
A practical sub-space adaptive filter (A. Zaknich)
Pharmacodynamic population analysis in chronic renal failure using artificial neural networks - a comparative study (A.E. Gaweda, A.A.Jacobs, M.E.Brier, J.M.Zurada)
Electronic nose based tea quality standardization (R. Dutta, K.R.Kashwan, M.Bhuyan, E.L.Hines, J.W.Gardner)
A novel neural network-based survival analysis model (A. Eleuteri, R.Tagliaferri, L.Milano, S.De Placido, M. De Laurentiis)
Divide-and-conquer approach for brain machine interfaces: nonlinear mixture of competitive linear models (S.-P. Kim, J.C.Sanchez, D.Erdogmus, Y.N.Rao, J.Wessberg, J.C.Principe, M.Nicolelis)
Stochastic error whitening algorithm for linear filter estimation with noisy data (Y.N. Rao, D.Erdogmus, G.Y.Rao, J.C.Principe)
New internal optimal neurocontrol for a series FACTS device in a power transmission line (J.-W. Park, R.G.Harley, G.K.Venayagamoorthy)
Design of an adaptive neural network based power system stabilizer (W. Liu, G.K.Venayagamoorthy, D.C.Wunsch II)
On neural network techniques in the secure management of communication systems through improving and quality assessing pseudorandom stream generators (D.A. Karras. V. Zorkadis)
Multimedia authenticity protection with ICA watermarking and digital bacteria vaccination (H. Szu, S.Noel, S.-B.Yim, J.Willey, J.Landa)



VISUAL CORTEX: HOW ILLUSIONS REPRESENT REALITY
Interpolation processes in the visual perception of objects (P.J. Kellman)
Laminar cortical dynamics of visual form perception (S. Grossberg)
Moving objects appear to slow down at low contrasts (S. Anstis)
Neural models of motion integration and segmentation (E. Mingolla)


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