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ORCIDIEEE 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 - Bilge Karaçali, Hamid Krim:
Fast minimization of structural risk by nearest neighbor rule. 127-137 - 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 - Christian Eitzinger, Hartwig Plach:
A new approach to perceptron training. 216-221 - Xiaofeng Liao, Kwok-Wo Wong, Zhongfu Wu:
Asymptotic stability criteria for a two-neuron network with different time delays. 222-227 - Dominique Martinez, Alistair Bray:
Nonlinear blind source separation using kernels. 228-235 - 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 - Gerhard X. Ritter, Gonzalo Urcid:
Lattice algebra approach to single-neuron computation. 282-295 - Fernando Pérez-Cruz, Ángel 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 - Hui-Liang Jin, Miriam Zacksenhouse:
Oscillatory neural networks for robotic yo-yo control. 317-325 - 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 - Chih-Min Lin, Chun-Fei Hsu:
Neural-network hybrid control for antilock braking systems. 351-359 - Gregory L. Plett:
Adaptive inverse control of linear and nonlinear systems using dynamic neural networks. 360-376 - Jin-Quan Huang, Frank L. Lewis:
Neural-network predictive control for nonlinear dynamic systems with time-delay. 377-389 - Sambu Seo, Mathias Bode, Klaus Obermayer:
Soft nearest prototype classification. 390-398 - 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 - Eleni Vasilaki, Jianfeng Feng, Hilary Buxton:
Temporal album. 439-443 - 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 - Leszek Rutkowski, Krzysztof Cpalka:
Flexible neuro-fuzzy systems. 554-574 - 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 - Jung-Hua Wang, Jen-Da Rau, Wen-Jeng Liu:
Two-stage clustering via neural networks. 606-615 - 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
- Boris Igelnik, Neel Parikh:
Kolmogorov's spline network. 725-733 - Ning-Shou Xu, Yun-Fei Bai, Li Zhang:
A novel high-order associative memory system via discrete Taylor series. 734-747 - Joumana Ghosn, Yoshua Bengio:
Bias learning, knowledge sharing. 748-765 - 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 - Niklas Lüdtke, Richard C. Wilson:
A mixture model for population codes of Gabor filters. 794-803 - 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 G. O. 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 - Leszek Rutkowski, Krzysztof Cpalka:
Errata to "Flexible neuro-fuzzy systems". 967 - Irwin King, Raúl Rojas, Werner Dubitzky:
Book Reviews. 968-970
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 - Jordi Cosp, Jordi Madrenas:
Scene segmentation using neuromorphic oscillatory networks. 1278-1296 - 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 - Rafael de Jesús Navas-González, Fernando Vidal-Verdú, Ángel Rodríguez-Vázquez:
Neuro-fuzzy chip to handle complex tasks with analog performance. 1375-1392 - 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 - Roman Genov, Gert Cauwenberghs:
Kerneltron: support vector "machine" in silicon. 1426-1434
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 - Kuan-Ming Lin, Chih-Jen Lin:
A study on reduced support vector machines. 1449-1459 - 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 Lopera, Héctor Pomares, Francisco Javier Fernández-Baldomero, 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 - Isabelle Rivals, Léon Personnaz:
No free lunch with the sandwich [sandwich estimator]. 1553-1559 - 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 A. C. 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
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