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» VLSI Implementation of Neural Networks
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BIOSTEC
2008
114views Healthcare» more  BIOSTEC 2008»
14 years 11 months ago
Weights Convergence and Spikes Correlation in an Adaptive Neural Network Implemented on VLSI
Adel Daouzli, Sylvain Saïghi, Laure Buhry, Ya...
FCCM
2000
IEEE
103views VLSI» more  FCCM 2000»
15 years 2 months ago
A Networked FPGA-Based Hardware Implementation of a Neural Network Application
This paper describes a networked FPGA-based implementation of the FAST (Flexible Adaptable-Size Topology) architecture, a Arti cial Neural Network (ANN) that dynamically adapts it...
Héctor Fabio Restrepo, Ralph Hoffmann, Andr...
IJCNN
2000
IEEE
15 years 2 months ago
Analog Hardware Implementation of the Random Neural Network Model
This paper presents a simple continuous analog hardware realization of the Random Neural Network (RNN) model. The proposed circuit uses the general principles resulting from the u...
Hossam Abdelbaki, Erol Gelenbe, Said E. El-Khamy
NIPS
2004
14 years 11 months ago
On-Chip Compensation of Device-Mismatch Effects in Analog VLSI Neural Networks
Device mismatch in VLSI degrades the accuracy of analog arithmetic circuits and lowers the learning performance of large-scale neural networks implemented in this technology. We s...
Miguel Figueroa, Seth Bridges, Chris Diorio
ICIP
2002
IEEE
15 years 11 months ago
A window-based color quantization technique and its embedded implementation
A new color quantization (CQ) technique and its VLSI implementation is introduced. It is based on image split into windows and uses Kohonen Self Organized Neural Network Classifie...
Antonios Atsalakis, Nikos Papamarkos, Dimitrios So...