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» Pattern Recognition and Neural Networks

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ISCI
2002

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A class of instantaneously trained neural networks

13 years 9 months ago

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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

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ICANN
2010
Springer

239views Neural Networks» more ICANN 2010»

Accelerating Large-Scale Convolutional Neural Networks with Parallel Graphics Multiprocessors

13 years 10 months ago

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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

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IJON
2008

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Topos: Spiking neural networks for temporal pattern recognition in complex real sounds

13 years 8 months ago

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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

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CORES
2005
Springer

113views Biometrics» more CORES 2005»

Neural Network-Based Chaotic Pattern Recognition - Part 2: Stability and Algorithmic Issues

14 years 3 months ago