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Neural Networks, Volume 5
Volume 5, Number 1, 1992
- Shun-ichi Amari, Stephen Grossberg, John G. Taylor:
Editorial. 1
- Nathan Intrator, Leon N. Cooper:
Objective function formulation of the BCM theory of visual cortical plasticity: Statistical connections, stability conditions. 3-17
- Li Deng:
Processing of acoustic signals in a cochlear model incorporating laterally coupled suppressive elements. 19-34 - Alan Y. K. Wong, John A. Armour:
A neural network model of canine intrathoracic ganglia regulating the heart. 35-46 - Robert L. Coultrip, Richard H. Granger, Gary Lynch:
A cortical model of winner-take-all competition via lateral inhibition. 47-54 - Jacob M. J. Murre, R. Hans Phaf, Gezinus Wolters:
CALM: Categorizing and learning module. 55-82 - Michael A. Cohen:
The construction of arbitrary stable dynamics in nonlinear neural networks. 83-103 - Yoshifusa Ito:
Approximation of continuous functions on Rd by linear combinations of shifted rotations of a sigmoid function with and without scaling. 105-115 - Avrim Blum, Ronald L. Rivest:
Training a 3-node neural network is NP-complete. 117-127 - A. Ronald Gallant, Halbert White:
On learning the derivatives of an unknown mapping with multilayer feedforward networks. 129-138 - Frank Bärmann, Friedrich Biegler-König:
On a class of efficient learning algorithms for neural networks. 139-144 - Tom Heskes
, Stan C. A. M. Gielen:
Retrieval of pattern sequences at variable speeds in a neural network with delays. 145-152 - Eg G. J. Eijkman:
Neural nets tested by psychophysical methods. 153-162 - Shengwei Zhang, Anthony G. Constantinides, Li-He Zou:
Further noise rejection in linear associative memories. 163-168 - Cleber M. Gomes, Hiroyuki Sekine, Takashi Yamazaki, Shunsuke Kobayashi:
Bipolar optical neural networks using ferroelectric liquid crystal devices. 169-177
- Conferences on neural networks and related topics. 179-185
Volume 5, Number 2, 1992
- Pierre Landau, Eric L. Schwartz:
Computer simulation of cortical polymaps: A proto-column algorithm. 187-206
- Pierre Cardaliaguet, Guillaume Euvrard:
Approximation of a function and its derivative with a neural network. 207-220 - Neil E. Cotter, Thierry J. Guillerm:
The CMAC and a theorem of Kolmogorov. 221-228 - Kurt Hornik, Chung-Ming Kuan:
Convergence analysis of local feature extraction algorithms. 229-240 - David H. Wolpert:
Stacked generalization. 241-259 - Ray H. White:
Competitive hebbian learning: Algorithm and demonstrations. 261-275 - Olivier François
, Jacques Demongeot
, Thierry Hervé:
Convergence of a self-organizing stochastic neural network. 277-282 - Harry A. C. Eaton, Tracy L. Olivier:
Learning coefficient dependence on training set size. 283-288 - Kevin N. Gurney:
Training nets of hardware realizable sigma-pi units. 289-303 - Guy Tabary, Isabelle Salaün:
Control of a redundant articulated system by neural networks. 305-311 - Ichiro Tsuda:
Dynamic link of memory--Chaotic memory map in nonequilibrium neural networks. 313-326 - Stefan Bornholdt, Dirk Graudenz:
General asymmetric neural networks and structure design by genetic algorithms. 327-334 - Raghu Krishnapuram, Joonwhoan Lee
:
Fuzzy-set-based hierarchical networks for information fusion in computer vision. 335-350
- Conferences on neural networks and related topics. 351-359
Volume 5, Number 3, 1992
- David P. Casasent:
Multifunctional hybrid neural net. 361-370 - Thaddeus J. Marczynski, Leslie L. Burns, Christopher A. Monley:
Empirically derived model of the role of sleep in associative learning and recuperative processes. 371-402 - Michel Kerszberg, Stanislas Dehaene, Jean-Pierre Changeux:
Stabilization of complex input-output functions in neural clusters formed by synapse selection. 403-413 - Bard Ermentrout:
Complex dynamics in winner-take-all neural nets with slow inhibition. 415-431 - Eduardo R. Caianiello, Antonella De Benedictis, Alfredo Petrosino, Roberto Tagliaferri
:
Neural associative memories with minimum connectivity. 433-439 - Lei Xu, Erkki Oja, Ching Y. Suen:
Modified Hebbian learning for curve and surface fitting. 441-457 - Helmut Riedel, Detlev Schild:
The dynamics of hebbian synapses can be stabilized by a nonlinear decay term. 459-463 - Arjen van Ooyen, Bernard Nienhuis:
Improving the convergence of the back-propagation algorithm. 465-471 - Nikzad Benny Toomarian, Jacob Barhen:
Learning a trajectory using adjoint functions and teacher forcing. 473-484 - Hua Yang, Tharam S. Dillon:
Convergence of self-organizing neural algorithms. 485-493 - Kiyotoshi Matsuoka:
Stability conditions for nonlinear continuous neural networks with asymmetric connection weights. 495-500 - Vera Kurková
:
Kolmogorov's theorem and multilayer neural networks. 501-506 - Baocheng Bai, Nabil H. Farhat:
Learning networks for extrapolation and radar target identification. 507-529
Volume 5, Number 4, July-August 1992
- Robert O. Gjerdingen:
Learning syntactically significant temporal patterns of chords: A masking field embedded in an ART 3 architecture. 551-564 - Bert de Vries, José Carlos Príncipe:
The gamma model--A new neural model for temporal processing. 565-576 - Edward K. Blum, Xin Wang:
Stability of fixed points and periodic orbits and bifurcations in analog neural networks. 577-587 - Héctor J. Sussmann:
Uniqueness of the weights for minimal feedforward nets with a given input-output map. 589-593 - Mohamad T. Musavi, Wahid Ahmed, Khue Hiang Chan, K. B. Faris, Donald M. Hummels:
On the training of radial basis function classifiers. 595-603 - George J. Mpitsos, Robert M. Burton Jr.:
Convergence and divergence in neural networks: Processing of chaos and biological analogy. 605-625 - Robert M. Burton Jr., George J. Mpitsos:
Event-dependent control of noise enhances learning in neural networks. 627-637 - Bo Zhang, Ling Zhang, Huai Zhang:
A quantitative analysis of the behaviors of the PLN network. 639-644 - William G. Gibson, John Robinson:
Statistical analysis of the dynamics of a sparse associative memory. 645-661 - Shigeo Abe
, Junzo Kawakami, Kotaro Hirasawa:
Solving inequality constrained combinatorial optimization problems by the hopfield neural networks. 663-670 - Benjamin J. Hellstrom, Laveen N. Kanal:
Asymmetric mean-field neural networks for multiprocessor scheduling. 671-686 - David P. Casasent, Brian A. Telfer
:
High capacity pattern recognition associative processors. 687-698 - Igor Grebert, David G. Stork, Ron Keesing, Steve Mims:
Connectionist generalization for production: An example from GridFont. 699-710 - Yuval Lirov:
Computer aided neural network engineering. 711-719
- Conferences on neural networks and related topics. 725-734
Volume 5, Number 5, September-October 1992
- François Chapeau-Blondeau
, Gilbert A. Chauvet:
Stable, oscillatory, and chaotic regimes in the dynamics of small neural networks with delay. 735-743 - Michael Georgiopoulos, Gregory L. Heileman, Juxin Huang:
The N-N-N conjecture in ART1. 745-753 - Osamu Fujita:
Optimization of the hidden unit function in feedforward neural networks. 755-764 - Fa-Long Luo, Zheng Bao:
Real-time neural computation of the maximum likelihood criterion for bearing estimation problems. 765-769 - Richard Zollner, H. J. Schmitz, Fritz Wünsch, Uwe Krey:
Fast generating algorithm for a general three-layer perceptron. 771-777 - Samir A. Shah, Francesco Palmieri
, Michael Datum:
Optimal filtering algorithms for fast learning in feedforward neural networks. 779-787 - Jennifer L. Raymond, Douglas A. Baxter, Dean V. Buonomano, John H. Byrne:
A learning rule based on empirically-derived activity-dependent neuromodulation supports operant conditioning in a small network. 789-803 - Jacek M. Kowalski, Gerald L. Albert, Barry K. Rhoades, Guenter W. Gross:
Neuronal networks with spontaneous, correlated bursting activity: Theory and simulations. 805-822 - Georg Hartmann:
Motion induced transformations of spatial representations: Mapping 3d information onto 2d. 823-834 - Mark W. Mao, James B. Kuo:
A coded block adaptive neural network system with a radical-partitioned structure for large-volume Chinese characters recognition. 835-841 - Michael Sabourin, Amar Mitiche:
Optical character recognition by a neural network. 843-852
Volume 5, Number 6, November-December 1992
- Bruce R. Davis, Tim R. Pattison:
Error in proof of exponential convergence. 869
- Philippe Lefèvre, Henrietta L. Galiana:
Dynamic feedback to the superior colliculus in a neural network model of the gaze control system. 871-890 - Bahram Nabet, Robert B. Darling, Robert B. Pinter:
Implementation of front-end processor neural networks. 891-902 - Henrik Schløler, Uwe Hartmann:
Mapping neural network derived from the parzen window estimator. 903-909 - Eduard Moser, Tiko Kameda:
Bounds on the number of hidden units of boltzmann machines. 911-921 - David G. Stork, James D. Allen:
How to solve the N-bit parity problem with two hidden units. 923-926 - Erkki Oja:
Principal components, minor components, and linear neural networks. 927-935 - Gilles Burel
:
Blind separation of sources: A nonlinear neural algorithm. 937-947 - Derek M. Wells:
Solving degenerate optimization problems using networks of neural oscillators. 949-959 - Kanad Chakraborty, Kishan Mehrotra, Chilukuri K. Mohan, Sanjay Ranka
:
Forecasting the behavior of multivariate time series using neural networks. 961-970 - John Shawe-Taylor
, Martin Anthony
, Walter Kern:
Classes of feedforward neural networks and their circuit complexity. 971-977
- Conferences on neural networks and related topics. 987-997
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