NEURAL NETWORKS FOR SIGNAL PROCESSING - PROCEEDINGS OF THE 1991 IEEE WORKSHOP Table of Contents GENERALIZATION, WEIGHT DECAY, AND ARCHITECTURE SELECTION FOR NONLINEAR LEARNING SYSTEMS J. E. Moody DISCRIMINATIVE MULTI-LAYER FEED-FORWARD NETWORKS S. Katagiri, C. H. Lee, and B. H. Juang EFFICIENT TRAINING PROCEDURES FOR ADAPTIVE KERNEL CLASSIFIERS S. V. Chakravarthy, J. Ghosh, L. Deuser, and S. Beck CONCEPT FORMATION AND STATISTICAL LEARNING IN NONHOMOGENEOUS NEURAL NETS R. L. Tutwiler and L. H. Sibul AN ALTERNATIVE PROOF OF CONVERGENCE FOR KUNG-DIAMANTARAS APEX ALGORITHM H. Chen and R. Liu NEURAL NETWORKS FOR EXTRACTING UNSYMMETRIC PRINCIPAL COMPONENTS S. Y. Kung and K. I. Diamantaras THE OUTLIER PROCESS D. Geiger and R. A. M. Pereira A MAPPING APPROACH FOR DESIGNING NEURAL SUB-NETS K. Rohani, M. S. Chen, and M. T. Manry THREE-DIMENSIONAL STRUCTURED NETWORKS FOR MATRIX EQUATION SOLVING L. X. Wang and J. M. Mendel IMPROVING LEARNING RATE OF NEURAL TREE NETWORKS USING THERMAL PERCEPTRONS A. Sankar and R. Mammone ADALINE WITH ADAPTIVE RECURSIVE MEMORY B. de Vries, J. C. Principe, and P. Guedes de Oliveira LEARNED REPRESETNATION NORMALIZATION: ATTENTION FOCUSING WITH MULTIPLE INPUT MODULES M. L. Rossen A PARALLEL LEARNING FILTER SYSTEM THAT LEARNS THE KL-EXPANSION FROM EXAMPLES R. Lenz and M. Osterberg RESTRICTED LEARNING ALGORITHM AND ITS APPLICATION TO NEURAL NETWORK TRAINING T. Miyamura, I. Yamada, and K. Sakaniwa MULTIPLY DESCENT COST COMPETITIVE NEURAL NETWORKS WITH COOPERATION AND CATEGORIZATION Y. Matsuyama NONLINEAR ADAPTIVE FILTERING OF SYSTEMS WITH HYSTERESIS BY QUANTIZED MEAN FIELD ANNEALING R. A. Nobakht, S. H. Ardalan, and D. E. Van den Bout AN OUTER PRODUCT NEURAL NET FOR EXTRACTING PRINCIPAL COMPONENTS FROM A TIME SERIES L. E. Russo Part 2: PATTERN RECOGNITION PATTERN RECOGNITION PROPERTIES OF NEURAL NETWORKS J. Makhoul EDGE DETECTION FOR OPTICAL IMAGE METROLOGY USING UNSUPERVISED NEURAL NETWORK LEARNING H. K. Aghajan, C. D. Schaper, and T. Kailath IMPROVING GENERALIZATION PERFORMANCE IN CHARACTER RECOGNITION H. Drucker and Y. Le Cun NEURAL NETOWRKS FOR SIDESCAN SONAR AUTOMATIC TARGET DETECTION M. J. LeBlanc and E. S. Manolakos AN EFFECTIVE METHOD FOR VISUAL PATTERN RECOGNITION I. N. M. Papadakis FINGERPRINT RECOGNITION USING NEURAL NETWORK W. F. Leung, S. H. Leung, W. H. Lau, and A. Luk A COMPARISON OF SECOND-ORDER NEURAL NETWORKS TO TRANSFORM-BASED METHODS FOR TRANSLATION- AND ORIENTATION-INVARIANT OBJECT RECOGNITION R. Duren and B. Peikari SHAPE RECOGNITION WITH NEAREST NEIGHBOR ISOMORPHIC NETWORK H. C. Yau and M. T. Manry DIMENSIONALITY REDUCTION OF DYNAMICAL PATTERNS USING A NEURAL NETWORK Y. Ono, Y. Hirata, and S. Nakagawa EFFICIENT REAL-TIME PREDICTION AND RECOGNITION OF TEMPORAL PATTERNS USING A NEURAL NETWORK WITH MEMORY UNITS P. Poddar and K. P. Unnikrishnan Part 3: SPEECH WORKSTATION-BASED PHONETIC TYPEWRITER T. Kohonen WORD RECOGNITION WITH THE FEATURE FINDING NEURAL NET (FFNN) T. Gramss NEW DISCRIMINATIVE TRAINING ALGORITHMS BASED ON THE GENERALIZAED PROBABILISTIC DESCENT METHOD S. Katagiri, C. H. Lee, B. H. Juang, and T. Komori PROBABILITY ESTIMATION BY FEED-FORWARD NETWORKS IN CONTINUOUS SPEECH RECOGNITION S. Renals, N. Morgan, and H. Bourlard NONLINEAR RESAMPLING TRANSFORMATION FOR AUTOMATIC SPEECH RECOGNITION Y. D. Liu, Y. C. Lee, H. H. Chen, and G. Z. Sun SPEECH RECOGNITION BY COMBINING PAIRWISE DISCRIMINANT TIME-DELAY NEURAL NETWORKS AND PREDICTIVE LR-PARSER J. Takami, A. Kai, and S. Sagayama SPEECH RECOGNITION USING TIME-WARPING NEURAL NETWORKS K. Aikawa A HYBRID CONTINUOUS SPEECH RECOGNITION SYSTEM USING SEGMENTAL NEURAL NETS WITH HIDDEN MARKOV MODELS S. Austin, G. Zavaliagkos, J. Makhoul, and R. Schwartz CONNECTIONIST SPEAKER NORMALIZATION AND ITS APPLICATIONS TO SPEECH RECOGNITION X. D. Huang, K. F. Lee, and A. Waibel A TIME-DERIVATIVE NEURAL NET ARCHITECTURE - AN ALTERNATIVE TO THE TIME-DELAY NEURAL NET ARCHITECTURE K. K. Paliwal WORD RECOGNITION BASED ON THE COMBINATION OF A SEQUENTIAL NEURAL NETWORK AND THE GPDM DISCRIMINATIVE TRAINING ALGORITHM W. Y. Chen and S. H. Chen A SPACE-PERTURBANCE/TIME-DELAY NEURAL NETWORK FOR SPEECH RECOGNITION M. Ji, H. H. Chen, and Z. K. Shen A CRITICAL REVIEW OF NEURAL NETWORK PATTERN CLASSIFIERS R. Lippmann EXPERIMENTS WITH TEMPORAL RESOLUTION FOR CONTINUOUS SPEECH RECOGNITION WITH MULTI-LAYER PERCEPTRONS N. Morgan, H. Hermansky, S. Renals, C. Wooters, H. Bourlard, and P.Kohn NEURAL-NETWORK ARCHITECTURE FOR LINEAR AND NONLINEAR PREDICTIVE HIDDEN MARKOV MODELS: APPLICATIONS TO SPEECH RECOGNITION L. Deng, K. Hassanein, and M. Elmasry ON ADAPTIVE ACQUISITION OF SPOKEN LANGUAGE A. L. Gorin, S. E. Levinson, L. G. Miller & A. N. Gertner VECTOR QUANTISATION WITH A CODEBOOK-EXCITED NEURAL NETWORK L. Wu and F. Fallside SEGMENT-BASED SPEAKER ADAPTATION BY NEURAL NETWORK K. Fukuzawa, H. Sawai, and M. Sugiyama A SIMPLE WORD-RECOGNITION NETWORK WITH THE ABILITY TO CHOOSE ITS OWN DECISION CRITERIA K. A. Fischer and H. W. Strube UNSUPERVISED FEATURE EXTRACTION FROM A COCHLEAR MODEL FOR SPEECH RECOGNITION N. Intrator and G. Tajchman Part 4: SIGNAL PROCESSING A RELAXATION NEURAL NETWORK MODEL FOR OPTIMAL MULTI-LEVEL IMAGE REPRESENTATION BY LOCAL-PARALLEL COMPUTATIONS N. Sonehara LITHOFACIES DETERMINATION FROM WIRE-LINE LOG DATA USING A DISTRIBUTED NEURAL NETWORK M. Smith IMPROVED STRUCTURES BASED ON NEURAL NETWORKS FOR IMAGE COMPRESSION S. Carrato, G. Ramponi, A. Premoli, and G. L. Sicuranza ADAPTIVE NEURAL FILTERS L. Yin, J. Astola, and Y. Neuvo A SURFACE RECONSTRUCTION NEURAL NETWORK FOR ABSOLUTE ORIENTATION PROBLEMS J. N. Hwang and H. Li RECURSIVE NEURAL NETWORKS FOR SIGNAL PROCESSING AND CONTROL D. Hush, C. Abdallah, and B. Horne A NEURAL ARCHITECTURE FOR NONLINEAR ADAPTIVE FILTERING OF TIME SERIES N. Hoffmann and J. Larsen ORDERED NEURAL MAPS AND THEIR APPLICATIONS TO DATA COMPRESSION E. A. Riskin, L. E. Atlas, and S. R. Lay VECTOR QUANTIZATION OF IMAGES USING NEURAL NETWORKS AND SIMULATED ANNEALING M. Lech and Y. Hua A MULTILAYER PERCEPTRON FEATURE EXTRACTOR FOR READING SEQUENCED DNA AUTORADIOGRAMS M. Murdock, N. Cotter and R. Gesteland CONFIGURING STACK FILTERS BY THE LMS ALGORITHM N. Ansari, Y. Huang and J. H. Lin A NEURAL NETWORK PRE-PROCESSOR FOR MULTI-TONE DETECTION AND ESTIMATION S. S. Rao and S. Sethuraman FUZZY TRACKING OF MULTIPLE OBJECTS L. I. Perlovsky Part 5: SYSTEM IMPLEMENTATION NEURAL NETS FOR SIGNAL/IMAGE PROCESSING USING PRINCETON ENGINE MULTIPROCESSOR J. Pearson DESIGN OF A DIGITAL VLSI NEUROPROCESSOR FOR SIGNAL AND IMAGE PROCESSING / VLSI NEUROPROCESSOR FOR ADAPTIVE IMAGE COMPRESSION C. F. Chang, W. C. Fang, and B. Sheu TUTORIAL: DIGITAL NEUROCOMPUTING FOR SIGNAL/IMAGE PROCESSING S. Y. Kung