Volume 5,
Number 1,
1992
Invited Article
Original Contributions
- Li Deng:
Processing of acoustic signals in a cochlear model incorporating laterally coupled suppressive elements.
19-34
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- Alan Y. K. Wong, John A. Armour:
A neural network model of canine intrathoracic ganglia regulating the heart.
35-46
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- Robert L. Coultrip, Richard H. Granger, Gary Lynch:
A cortical model of winner-take-all competition via lateral inhibition.
47-54
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- Jacob M. J. Murre, R. Hans Phaf, Gezinus Wolters:
CALM: Categorizing and learning module.
55-82
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- Michael A. Cohen:
The construction of arbitrary stable dynamics in nonlinear neural networks.
83-103
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- Yoshifusa Ito:
Approximation of continuous functions on Rd by linear combinations of shifted rotations of a sigmoid function with and without scaling.
105-115
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- Avrim Blum, Ronald L. Rivest:
Training a 3-node neural network is NP-complete.
117-127
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- A. Ronald Gallant, Halbert White:
On learning the derivatives of an unknown mapping with multilayer feedforward networks.
129-138
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- Frank Bärmann, Friedrich Biegler-König:
On a class of efficient learning algorithms for neural networks.
139-144
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- Tom Heskes, Stan C. A. M. Gielen:
Retrieval of pattern sequences at variable speeds in a neural network with delays.
145-152
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- Eg G. J. Eijkman:
Neural nets tested by psychophysical methods.
153-162
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- Shengwei Zhang, Anthony G. Constantinides, Li-He Zou:
Further noise rejection in linear associative memories.
163-168
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- Cleber M. Gomes, Hiroyuki Sekine, Takashi Yamazaki, Shunsuke Kobayashi:
Bipolar optical neural networks using ferroelectric liquid crystal devices.
169-177
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Current Events
Volume 5,
Number 2,
1992
Invited Article
Original Contributions
Current Events
Volume 5,
Number 3,
1992
- David Casasent:
Multifunctional hybrid neural net.
361-370
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- 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
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- Michel Kerszberg, Stanislas Dehaene, Jean-Pierre Changeux:
Stabilization of complex input-output functions in neural clusters formed by synapse selection.
403-413
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- Bard Ermentrout:
Complex dynamics in winner-take-all neural nets with slow inhibition.
415-431
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- Eduardo R. Caianiello, Antonella De Benedictis, Alfredo Petrosino, Roberto Tagliaferri:
Neural associative memories with minimum connectivity.
433-439
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- Lei Xu, Erkki Oja, Ching Y. Suen:
Modified Hebbian learning for curve and surface fitting.
441-457
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- Helmut Riedel, Detlev Schild:
The dynamics of hebbian synapses can be stabilized by a nonlinear decay term.
459-463
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- Arjen Van Ooyen, Bernard Nienhuis:
Improving the convergence of the back-propagation algorithm.
465-471
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- Nikzad Benny Toomarian, Jacob Barhen:
Learning a trajectory using adjoint functions and teacher forcing.
473-484
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- Hua Yang, Tharam S. Dillon:
Convergence of self-organizing neural algorithms.
485-493
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- Kiyotoshi Matsuoka:
Stability conditions for nonlinear continuous neural networks with asymmetric connection weights.
495-500
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- Vera Kurková:
Kolmogorov's theorem and multilayer neural networks.
501-506
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- Baocheng Bai, Nabil H. Farhat:
Learning networks for extrapolation and radar target identification.
507-529
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Volume 5,
Number 4,
July-August 1992
Original Contributions
- Robert O. Gjerdingen:
Learning syntactically significant temporal patterns of chords: A masking field embedded in an ART 3 architecture.
551-564
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- Bert de Vries, José Carlos Príncipe:
The gamma model--A new neural model for temporal processing.
565-576
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- Edward K. Blum, Xin Wang:
Stability of fixed points and periodic orbits and bifurcations in analog neural networks.
577-587
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- Héctor J. Sussmann:
Uniqueness of the weights for minimal feedforward nets with a given input-output map.
589-593
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- Mohamad T. Musavi, Wahid Ahmed, Khue Hiang Chan, K. B. Faris, Donald M. Hummels:
On the training of radial basis function classifiers.
595-603
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- George J. Mpitsos, Robert M. Burton Jr.:
Convergence and divergence in neural networks: Processing of chaos and biological analogy.
605-625
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- Robert M. Burton Jr., George J. Mpitsos:
Event-dependent control of noise enhances learning in neural networks.
627-637
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- Bo Zhang, Ling Zhang, Huai Zhang:
A quantitative analysis of the behaviors of the PLN network.
639-644
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- William G. Gibson, John Robinson:
Statistical analysis of the dynamics of a sparse associative memory.
645-661
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- Shigeo Abe, Junzo Kawakami, Kotaro Hirasawa:
Solving inequality constrained combinatorial optimization problems by the hopfield neural networks.
663-670
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- Benjamin J. Hellstrom, Laveen N. Kanal:
Asymmetric mean-field neural networks for multiprocessor scheduling.
671-686
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- David Casasent, Brian Telfer:
High capacity pattern recognition associative processors.
687-698
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- Igor Grebert, David G. Stork, Ron Keesing, Steve Mims:
Connectionist generalization for production: An example from GridFont.
699-710
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- Yuval Lirov:
Computer aided neural network engineering.
711-719
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Current Events
Volume 5,
Number 5,
September-October 1992
Original Contribution
- François Chapeau-Blondeau, Gilbert A. Chauvet:
Stable, oscillatory, and chaotic regimes in the dynamics of small neural networks with delay.
735-743
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- Michael Georgiopoulos, Gregory L. Heileman, Juxin Huang:
The N-N-N conjecture in ART1.
745-753
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- Osamu Fujita:
Optimization of the hidden unit function in feedforward neural networks.
755-764
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- Fa-Long Luo, Bao Zheng:
Real-time neural computation of the maximum likelihood criterion for bearing estimation problems.
765-769
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- Richard Zollner, H. J. Schmitz, Fritz Wünsch, Uwe Krey:
Fast generating algorithm for a general three-layer perceptron.
771-777
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- Samir Shah, Francesco Palmieri, Michael Datum:
Optimal filtering algorithms for fast learning in feedforward neural networks.
779-787
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- 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
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- Jacek M. Kowalski, Gerald L. Albert, Barry K. Rhoades, Guenter W. Gross:
Neuronal networks with spontaneous, correlated bursting activity: Theory and simulations.
805-822
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- Georg Hartmann:
Motion induced transformations of spatial representations: Mapping 3d information onto 2d.
823-834
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- 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
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- Michael Sabourin, Amar Mitiche:
Optical character recognition by a neural network.
843-852
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Volume 5,
Number 6,
November-December 1992
Letter to the Editor
Original Contributions
- Philippe Lefèvre, Henrietta L. Galiana:
Dynamic feedback to the superior colliculus in a neural network model of the gaze control system.
871-890
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- Bahram Nabet, Robert B. Darling, Robert B. Pinter:
Implementation of front-end processor neural networks.
891-902
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- Henrik Schløler, Uwe Hartmann:
Mapping neural network derived from the parzen window estimator.
903-909
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- Eduard Moser, Tiko Kameda:
Bounds on the number of hidden units of boltzmann machines.
911-921
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- David G. Stork, James D. Allen:
How to solve the N-bit parity problem with two hidden units.
923-926
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- Erkki Oja:
Principal components, minor components, and linear neural networks.
927-935
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- Gilles Burel:
Blind separation of sources: A nonlinear neural algorithm.
937-947
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- Derek M. Wells:
Solving degenerate optimization problems using networks of neural oscillators.
949-959
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- Kanad Chakraborty, Kishan Mehrotra, Chilukuri K. Mohan, Sanjay Ranka:
Forecasting the behavior of multivariate time series using neural networks.
961-970
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- John Shawe-Taylor, Martin Anthony, Walter Kern:
Classes of feedforward neural networks and their circuit complexity.
971-977
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Current Events
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by Michael Ley (ley@uni-trier.de)