IEEE Transactions on Neural Networks, Volume 14
Volume 14, Number 1, January 2003
Debrup Chakraborty, Nikhil R. Pal: A novel training scheme for multilayered perceptrons to realize proper generalization and incremental learning. 1-14
Hahn-Ming Lee, Chih-Ming Chen, Yung-Feng Lu: A self-organizing HCMAC neural-network classifier. 15-27
Keith J. Symington, Andrew J. Waddie, Mohammed R. Taghizadeh, John F. Snowdon: A neural-network packet switch controller: scalability, performance, and network optimization. 28-34
Sanqing Hu, Jun Wang: Absolute exponential stability of a class of continuous-time recurrent neural networks. 35-45
Zheng Rong Yang, Robert G. Harrison: An unsupervised probabilistic net for health inequalities analysis. 46-57
Raymond Pavloski, Majid Karimi: The self-trapping attractor neural network. I. Analysis of a simple 1-D model. 58-65
Chih-Lyang Hwang, Chau Jan: A reinforcement discrete neuro-adaptive control for unknown piezoelectric actuator systems with dominant hysteresis. 66-78
Frank Hung-Fat Leung, Hak-Keung Lam, Sai-Ho Ling, Peter Kwong-Shun Tam: Tuning of the structure and parameters of a neural network using an improved genetic algorithm. 79-88
Nicolaos B. Karayiannis, Mary M. Randolph-Gips: Soft learning vector quantization and clustering algorithms based on non-Euclidean norms: multinorm algorithms. 89-102
Stefano Battilotti, Alberto De Santis: Robust output feedback control of nonlinear stochastic systems using neural networks. 103-116
Juwei Lu, Konstantinos N. Plataniotis, Anastasios N. Venetsanopoulos: Face recognition using kernel direct discriminant analysis algorithms. 117-126
Harkirat S. Sahambi, Khashayar Khorasani: A neural-network appearance-based 3-D object recognition using independent component analysis. 138-149
Anastasios D. Doulamis, Nikolaos D. Doulamis, Stefanos D. Kollias: An adaptable neural-network model for recursive nonlinear traffic prediction and modeling of MPEG video sources. 150-166
Fausto Acernese, Angelo Ciaramella, Salvatore De Martino, Rosario De Rosa, Mariarosaria Falanga, Roberto Tagliaferri: Neural networks for blind-source separation of Stromboli explosion quakes. 167-175
Leonardo Maria Reyneri: Implementation issues of neuro-fuzzy hardware: going toward HW/SW codesign. 176-194
Juwei Lu, Konstantinos N. Plataniotis, Anastasios N. Venetsanopoulos: Face recognition using LDA-based algorithms. 195-200
Jing-Dong Hwang, Feng-Hsiag Hsiao: Stability analysis of neural-network interconnected systems. 201-208
Guodong Guo, Stan Z. Li: Content-based audio classification and retrieval by support vector machines. 209-215
Xiaofeng Liao, Kwok-Wo Wong, Zhongfu Wu: Asymptotic stability criteria for a two-neuron network with different time delays. 222-227
Hiroomi Hikawa: A new digital pulse-mode neuron with adjustable activation function. 236-242
José Roberto Castilho Piqueira, Fernando Moya Orsatti, Luiz Henrique Alves Monteiro: Computing with phase locked loops: choosing gains and delays. 243-247
Volume 14, Number 2, March 2003
Aidong Adam Ding, Xiali He: Backpropagation of pseudo-errors: neural networks that are adaptive to heterogeneous noise. 253-262
Alessandro Bortoletti, Carmine Di Fiore, Stefano Fanelli, Paolo Zellini: A new class of quasi-Newtonian methods for optimal learning in MLP-networks. 263-273
Guang-Bin Huang: Learning capability and storage capacity of two-hidden-layer feedforward networks. 274-281
Fernando Pérez-Cruz, Angel Navia-Vázquez, Aníbal R. Figueiras-Vidal, Antonio Artés-Rodríguez: Empirical risk minimization for support vector classifiers. 296-303
Toshio Tsuji, Nan Bu, Osamu Fukuda, Makoto Kaneko: A recurrent log-linearized Gaussian mixture network. 304-316
Jianfeng Feng, Yunlian Sun, Hilary Buxton, Gang Wei: Training integrate-and-fire neurons with the Informax principle II. 326-336
Nikolay Y. Nikolaev, Hitoshi Iba: Learning polynomial feedforward neural networks by genetic programming and backpropagation. 337-350
Gregory L. Plett: Adaptive inverse control of linear and nonlinear systems using dynamic neural networks. 360-376
Jin-Quan Huang, F. L. Lewis: Neural-network predictive control for nonlinear dynamic systems with time-delay. 377-389
Aurelio Uncini, Francesco Piazza: Blind signal processing by complex domain adaptive spline neural networks. 399-412
Kei-Keung Hung, Yiu-ming Cheung, Lei Xu: An extended ASLD trading system to enhance portfolio management. 413-425
Xing-Bao Gao: Exponential stability of globally projected dynamic systems. 426-431
Hui Peng, Tohru Ozaki, Valerie Haggan-Ozaki, Yukihiro Toyoda: A parameter optimization method for radial basis function type models. 432-438
Whitney Tabor: Learning exponential state-growth languages by hill climbing. 444-446
Johan A. K. Suykens, Tony Van Gestel, Joos Vandewalle, Bart De Moor: A support vector machine formulation to PCA analysis and its kernel version. 447-450
Tetsuya Hoya: On the capability of accommodating new classes within probabilistic neural networks. 450-453
Xia Hong, Paul M. Sharkey, Kevin Warwick: A robust nonlinear identification algorithm using PRESS statistic and forward regression. 454-458
Wei Yee Goh, Chee Peng Lim, Kok Khiang Peh: Predicting drug dissolution profiles with an ensemble of boosted neural networks: a time series approach. 459-463
Volume 14, Number 3, May 2003
Alioune Ngom, Ivan Stojmenovic, Jovisa D. Zunic: On the number of multilinear partitions and the computing capacity of multiple-valued multiple-threshold perceptrons. 469-477
Mike Cannon, Mike Fugate, Don R. Hush, Clint Scovel: Selecting a restoration technique to minimize OCR error. 478-490
Markus Hagenbuchner, Alessandro Sperduti, Ah Chung Tsoi: A self-organizing map for adaptive processing of structured data. 491-505
Richard C. Wilson, Edwin R. Hancock: A study of pattern recovery in recurrent correlation associative memories. 506-519
Pablo Zegers, Malur K. Sundareshan: Trajectory generation and modulation using dynamic neural networks. 520-533
Mark D. Plumbley: Algorithms for nonnegative independent component analysis. 534-543
James T. Kwok, Ivor W. Tsang: Linear dependency between ε and the input noise in ε-support vector regression. 544-553
Nicolás García-Pedrajas, César Hervás-Martínez, José Muñoz-Pérez: COVNET: a cooperative coevolutionary model for evolving artificial neural networks. 575-596
Arnulf B. A. Graf, Alexander J. Smola, Silvio Borer: Classification in a normalized feature space using support vector machines. 597-605
Anastasios D. Doulamis, Nikolaos D. Doulamis, Klimis S. Ntalianis, Stefanos D. Kollias: An efficient fully unsupervised video object segmentation scheme using an adaptive neural-network classifier architecture. 616-630
Jianting Cao, Noboru Murata, Shun-ichi Amari, Andrzej Cichocki, Tsunehiro Takeda: A robust approach to independent component analysis of signals with high-level noise measurements. 631-645
Chiung-Yao Fang, Sei-Wang Chen, Chiou-Shann Fuh: Automatic change detection of driving environments in a vision-based driver assistance system. 646-657
Yunong Zhang, Jun Wang, Youshen Xia: A dual neural network for redundancy resolution of kinematically redundant manipulators subject to joint limits and joint velocity limits. 658-667
Victor L. Berardi, Guoqiang Peter Zhang: An empirical investigation of bias and variance in time series forecasting: modeling considerations and error evaluation. 668-679
Kyoung-Mi Lee, William Nick Street: An adaptive resource-allocating network for automated detection, segmentation, and classification of breast cancer nuclei topic area: image processing and recognition. 680-687
Yutaka Maeda, Toshiki Tada: FPGA implementation of a pulse density neural network with learning ability using simultaneous perturbation. 688-695
Bas J. de Kruif, Theo J. A. de Vries: Pruning error minimization in least squares support vector machines. 696-702
Giovanni Costantini, Daniele Casali, Renzo Perfetti: Neural associative memory storing gray-coded gray-scale images. 703-707
Zekeriya Uykan: Clustering-based algorithms for single-hidden-layer sigmoid perceptron. 708-715
Anke Meyer-Bäse, Sergei S. Pilyugin, Y. Chen: Global exponential stability of competitive neural networks with different time scales. 716-719
Sunan Huang, Kok Kiong Tan, Tong Heng Lee: Further results on adaptive control for a class of nonlinear systems using neural networks. 719-722
Volume 14, Number 4, July 2003

Ning-Shou Xu, Yun-Fei Bai, Li Zhang: A novel high-order associative memory system via discrete Taylor series. 734-747
Corneliu A. Marinov, Bruce D. Calvert: Performance analysis for a K-winners-take-all analog neural network: basic theory. 766-780
Siu-Yeung Cho, Zheru Chi, Wan-Chi Siu, Ah Chung Tsoi: An improved algorithm for learning long-term dependency problems in adaptive processing of data structures. 781-793
Isabelle Rivals, Léon Personnaz: Neural-network construction and selection in nonlinear modeling. 804-819
Md. Monirul Islam, Xin Yao, Kazuyuki Murase: A constructive algorithm for training cooperative neural network ensembles. 820-834
Nicolaos B. Karayiannis, Mary M. Randolph-Gips: On the construction and training of reformulated radial basis function neural networks. 835-846
Alfredo Vellido, Wael El-Deredy, Paulo J. G. Lisboa: Selective smoothing of the generative topographic mapping. 847-852
Marko V. Jankovic: A new simple ∞OH neuron model as a biologically plausible principal component analyzer. 853-859
Haim Bar, Willard L. Miranker, Alexander Ambash: Competition and cooperation in neuronal processing. 860-868
Necati Aras, I. Kuban Altinel, B. John Oommen: A Kohonen-like decomposition method for the Euclidean traveling salesman problem-KNIES_DECOMPOSE. 869-890
Mehmet Kerem Müezzinoglu, Cüneyt Güzelis, Jacek M. Zurada: A new design method for the complex-valued multistate Hopfield associative memory. 891-899
Shuzhi Sam Ge, Jin Zhang: Neural-network control of nonaffine nonlinear system with zero dynamics by state and output feedback. 900-918
Chengjun Liu, Harry Wechsler: Independent component analysis of Gabor features for face recognition. 919-928
Russell Enns, Jennie Si: Helicopter trimming and tracking control using direct neural dynamic programming. 929-939
Jing Peng, Douglas R. Heisterkamp, H. K. Dai: LDA/SVM driven nearest neighbor classification. 940-942
Phillip A. Regalia, Eleftherios Kofidis: Monotonic convergence of fixed-point algorithms for ICA. 943-949
Jonathan Robinson, Vojislav Kecman: Combining support vector machine learning with the discrete cosine transform in image compression. 950-958
Simone Fiori: Nonsymmetric PDF estimation by artificial neurons: application to statistical characterization of reinforced composites. 959-962
Henrik Jacobsson, Tom Ziemke: Improving procedures for evaluation of connectionist context-free language predictors. 963-966

Volume 14, Number 5, September 2003
Bernabé Linares-Barranco, Andreas G. Andreou, Giacomo Indiveri, Tadashi Shibata: Guest editorial - Special issue on neural networks hardware implementations. 976-979
Nasser Mehrtash, Dietmar Jung, Heik Heinrich Hellmich, Tim Schönauer, Vi Thanh Lu, Heinrich Klar: Synaptic plasticity in spiking neural networks (SP2INN): a system approach. 980-992
Davide Anguita, Andrea Boni, Sandro Ridella: A digital architecture for support vector machines: theory, algorithm, and FPGA implementation. 993-1009
Bruce Denby, Patrick Garda, Bertrand Granado, Christian Kiesling, Jean-Christophe Prévotet, Andreas Wassatsch: Fast triggering in high-energy physics experiments using hardware neural networks. 1010-1027
Hiroomi Hikawa: A digital hardware pulse-mode neuron with piecewise linear activation function. 1028-1037
Chang-Min Kim, Hyung-Min Park, Taesu Kim, Yoon-Kyung Choi, Soo-Young Lee: FPGA implementation of ICA algorithm for blind signal separation and adaptive noise canceling. 1038-1046
Ganesh K. Venayagamoorthy, Ronald G. Harley, Donald C. Wunsch: Implementation of adaptive critic-based neurocontrollers for turbogenerators in a multimachine power system. 1047-1064
Namjin Kim, Nasser Kehtarnavaz, Mark B. Yeary, Steve Thornton: DSP-based hierarchical neural network modulation signal classification. 1065-1071
Massimiliano Bracco, Sandro Ridella, Rodolfo Zunino: Digital implementation of hierarchical vector quantization. 1072-1084
David C. Hendry, Andrew A. Duncan, Neil Lightowler: IP core implementation of a self-organizing neural network. 1085-1096
Amine Bermak, Dominique Martinez: A compact 3D VLSI classifier using bagging threshold network ensembles. 1097-1109
Mario Porrmann, Ulf Witkowski, Ulrich Rückert: A massively parallel architecture for self-organizing feature maps. 1110-1121
Shigeo Sato, Ken Nemoto, S. Akimoto, Mitsunaga Kinjo, Koji Nakajima: Implementation of a new neurochip using stochastic logic. 1122-1127
Taskin Koçak, Jude Seeber, Hakan Terzioglu: Design and implementation of a random neural network routing engine. 1128-1143
Masakazu Yagi, Tadashi Shibata: An image representation algorithm compatible with neural-associative-processor-based hardware recognition systems. 1144-1161
Fan Yang, Michel Paindavoine: Implementation of an RBF neural network on embedded systems: real-time face tracking and identity verification. 1162-1175
Anand Gopalan, Albert H. Titus: A new wide range Euclidean distance circuit for neural network hardware implementations. 1176-1186
Momchil Milev, Marin Hristov: Analog implementation of ANN with inherent quadratic nonlinearity of the synapses. 1187-1200
Akira Hirose, Kazuhiko Nakazawa: Analog recurrent decision circuit with high signal-voltage symmetry and delay-time equality to improve continuous-time convergence performance. 1201-1206
Bernabé Linares-Barranco, Teresa Serrano-Gotarredona, Rafael Serrano-Gotarredona: Compact low-power calibration mini-DACs for neural arrays with programmable weights. 1207-1216
Valeriu Beiu, José M. Quintana, Maria J. Avedillo: VLSI implementations of threshold logic-a comprehensive survey. 1217-1243
Snorre Aunet, Yngvar Berg, Trond Sæther: Real-time reconfigurable linear threshold elements implemented in floating-gate CMOS. 1244-1256
Toshihiko Yamasaki, Tadashi Shibata: Analog soft-pattern-matching classifier using floating-gate MOS technology. 1257-1265
Eugenio Culurciello, Andreas G. Andreou: A comparative study of access topologies for chip-level address-event communication channels. 1266-1277
Elisabetta Chicca, Davide Badoni, Vittorio Dante, Massimo D'Andreagiovanni, Gaetano Salina, Luciana Carota, Stefano Fusi, Paolo Del Giudice: A VLSI recurrent network of integrate-and-fire neurons connected by plastic synapses with long-term memory. 1297-1307
Tetsuya Asai, Yusuke Kanazawa, Yoshihito Amemiya: A subthreshold MOS neuron circuit based on the Volterra system. 1308-1312
Ricardo Carmona-Galán, Francisco Jiménez-Garrido, Rafael Domínguez-Castro, Servando Espejo-Meana, Tamás Roska, Csaba Rekeczky, István Petrás, Ángel Rodríguez-Vázquez: A bio-inspired two-layer mixed-signal flexible programmable chip for early vision. 1313-1336
Teresa Serrano-Gotarredona, Bernabé Linares-Barranco: Log-domain implementation of complex dynamics reaction-diffusion neural networks. 1337-1355
Kazuki Nakada, Tetsuya Asai, Yoshihito Amemiya: An analog CMOS central pattern generator for interlimb coordination in quadruped locomotion. 1356-1365
Jacek Kowalski: 0.8 μm CMOS implementation of weighted-order statistic image filter based on cellular neural network architecture. 1366-1374
Yoshihiko Horio, Kazuyuki Aihara, O. Yamamoto: Neuron-synapse IC chip-set for large-scale chaotic neural networks. 1393-1404
Seiji Kameda, Tetsuya Yagi: An analog VLSI chip emulating sustained and transient response channels of the vertebrate retina. 1405-1412
H. S. Ng, Kai-Pui Lam: Analog and digital FPGA implementation of BRIN for optimization problems. 1413-1425
Volume 14, Number 6, November 2003
Emad W. Saad, Jai J. Choi, John L. Vian, Donald C. Wunsch II: Query-based learning for aerospace applications. 1437-1448
Paul Kang-Hoh Phua, Daohua Ming: Parallel nonlinear optimization techniques for training neural networks. 1460-1468
Yee Leung, Kai-zhou Chen, Xing-Bao Gao: A high-performance feedback neural network for solving convex nonlinear programming problems. 1469-1477
Jesús González, Ignacio Rojas, Julio Ortega, Héctor Pomares, Francisco Javier Fernández, Antonio F. Díaz: Multiobjective evolutionary optimization of the size, shape, and position parameters of radial basis function networks for function approximation. 1478-1495
Ravi Kothari, Vivek Jain: Learning from labeled and unlabeled data using a minimal number of queries. 1496-1505
Lijuan Cao, Francis Eng Hock Tay: Support vector machine with adaptive parameters in financial time series forecasting. 1506-1518
Edmondo Trentin, Marco Gori: Robust combination of neural networks and hidden Markov models for speech recognition. 1519-1531
Akira Hirose, Tomoyuki Nagashima: Predictive self-organizing map for vector quantization of migratory signals and its application to mobile communications. 1532-1540
Simon X. Yang, Max Q.-H. Meng: Real-time collision-free motion planning of a mobile robot using a Neural Dynamics-based approach. 1541-1552
Chunhua Feng, Rejean Plamondon: Stability analysis of bidirectional associative memory networks with time delays. 1560-1565
Ricardo Gutierrez-Osuna, Agustin Gutierrez-Galvez: Habituation in the KIII olfactory model with chemical sensor arrays. 1565-1568
Eugene M. Izhikevich: Simple model of spiking neurons. 1569-1572
Luiz Henrique Alves Monteiro, Nilton César Furtado Canto, José Guilherme Chaui-Berlinck, Fernando Moya Orsatti, José Roberto Castilho Piqueira: Global and partial synchronism in phase-locked loop networks. 1572-1575
Emilio Soria-Olivas, José David Martín-Guerrero, Gustavo Camps-Valls, Antonio J. Serrano-López, Javier Calpe-Maravilla, Luis Gómez-Chova: A low-complexity fuzzy activation function for artificial neural networks. 1576-1579
Jagath C. Rajapakse: Adaptive blind signal and image processing: learning algorithms and applications [Book Review]. 1580
Roseli A. Francelin Romero, Fernando Gomide: Qualitative analysis and synthesis of recurrent neural networks [Book Review]. 1580-1581
Snorre Aunet, Yngvar Berg, Trond Sæther: Erratum to "real-time reconfigurable linear threshold elements implemented in floating-gate CMOS". 1582



