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» VLSI Implementation of Neural Networks
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ISCAS
2006
IEEE
103views Hardware» more  ISCAS 2006»
14 years 1 months ago
A neural model for sonar-based navigation in obstacle fields
— The rapid control of sonar-guided vehicles through obstacle fields has been a goal of robotics for decades. How sensory data is represented strongly affects how obstacles and g...
Timothy K. Horiuchi
ENGL
2008
98views more  ENGL 2008»
13 years 7 months ago
A New Wavelet Back Propagation Neural Networks for Structural Dynamic Analysis
dynamic analysis of structures for earthquake induced loads is very expensive in terms of the computational burden. In this study, to reduce the computational effort a new neural s...
R. Kamyab Moghadas, S. Gholizadeh
FPL
2003
Springer
144views Hardware» more  FPL 2003»
14 years 25 days ago
FPGA Implementations of Neural Networks - A Survey of a Decade of Progress
The first successful FPGA implementation [1] of artificial neural networks (ANNs) was published a little over a decade ago. It is timely to review the progress that has been made i...
Jihan Zhu, Peter Sutton
ISCAS
2006
IEEE
84views Hardware» more  ISCAS 2006»
14 years 1 months ago
Programmable synaptic weights for an aVLSI network of spiking neurons
—We describe a spiking neuronal network which allows local synaptic weights to be assigned to individual synapses. In previous implementations of neuronal networks, the biases th...
Yingxue Wang, Shih-Chii Liu
ESANN
2008
13 years 9 months ago
Initialization mechanism in Kohonen neural network implemented in CMOS technology
An initialization mechanism is presented for Kohonen neural network implemented in CMOS technology. Proper selection of initial values of neurons' weights has a large influenc...
Tomasz Talaska, Rafal Dlugosz