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IJCNN
2000
IEEE
15 years 11 months ago
The Inefficiency of Batch Training for Large Training Sets
Multilayer perceptrons are often trained using error backpropagation (BP). BP training can be done in either a batch or continuous manner. Claims have frequently been made that bat...
D. Randall Wilson, Tony R. Martinez
ISMVL
2000
IEEE
105views Hardware» more  ISMVL 2000»
15 years 11 months ago
Computational Neurobiology Meets Semiconductor Engineering
Many believe that the most important result to come out of the last ten years of neural network research is the significant change in perspective in the neuroscience community tow...
Dan W. Hammerstrom
IWANN
1999
Springer
15 years 11 months ago
Paradoxical Relationship between Output and Input Regularity for the FitzHugh-Nagumo Model
Abstract. We examine the effects of changing the coefficient of variation (CV) of the inter-stimulus interval on the CV of the output interspike interval (ISI), using constant magn...
Stuart Feerick, Jianfeng Feng, David Brown
IWANN
1999
Springer
15 years 11 months ago
Applying Ontology to the Web: A Case Study
This paper describes the use of Simple HTML Ontology Extensions (SHOE) in a real world internet application. SHOE allows authors to add semantic content to web pages and to relate...
Jeff Heflin, James A. Hendler, Sean Luke
IWANN
1999
Springer
15 years 11 months ago
Pattern Recognition System with Top-Down Process of Mental Rotation
A new model which can recognize rotated, distorted, scaled, shifted and noised patterns is proposed. The model is constructed based on psychological experiments in a mental rotatio...
Shunji Satoh, Hirotomo Aso, Shogo Miyake, Jousuke ...