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124
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ISCI
2002
120views more  ISCI 2002»
15 years 3 months ago
A class of instantaneously trained neural networks
This paper presents FC networks that are instantaneously trained neural networks that allow rapid learning of non-binary data. These networks, which generalize the earlier CC netw...
Subhash C. Kak
146
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ICANN
2010
Springer
15 years 4 months ago
Accelerating Large-Scale Convolutional Neural Networks with Parallel Graphics Multiprocessors
Training convolutional neural networks (CNNs) on large sets of high-resolution images is too computationally intense to be performed on commodity CPUs. Such architectures however ...
Dominik Scherer, Hannes Schulz, Sven Behnke
154
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IJON
2008
152views more  IJON 2008»
15 years 2 months ago
Topos: Spiking neural networks for temporal pattern recognition in complex real sounds
This article depicts the approach used to build the Topos application, a simulation of two-wheel robots able to discern real complex sounds. Topos is framed in the nouvelle concep...
Pablo González-Nalda, Blanca Cases
102
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CORES
2005
Springer
113views Biometrics» more  CORES 2005»
15 years 9 months ago
Neural Network-Based Chaotic Pattern Recognition - Part 2: Stability and Algorithmic Issues
Dragos Calitoiu, B. John Oommen, Doron Nussbaum