Sciweavers

152 search results - page 17 / 31
» Neural Networks in Analog Hardware - Design and Implementati...
Sort
View
DSD
2007
IEEE
150views Hardware» more  DSD 2007»
14 years 2 months ago
Adaptive Distance Estimation and Localization in WSN using RSSI Measures
Abstract—Localization is one of the most challenging and important issues in wireless sensor networks (WSNs), especially if cost-effective approaches are demanded. In this paper,...
Abdalkarim Awad, Thorsten Frunzke, Falko Dressler
ISNN
2005
Springer
14 years 1 months ago
FPGA Realization of a Radial Basis Function Based Nonlinear Channel Equalizer
In this paper we propose a radial basis function (RBF) neural network for nonlinear time-invariant channel equalizer. The RBF network model has a three-layer structure which is com...
Poyueh Chen, Hungming Tsai, ChengJian Lin, ChiYung...
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
ICANN
2005
Springer
14 years 1 months ago
Balancing Guidance Range and Strength Optimizes Self-organization by Silicon Growth Cones
Abstract. We characterize the first hardware implementation of a selforganizing map algorithm based on axon migration. A population of silicon growth cones automatically wires a t...
Brian Taba, Kwabena Boahen
DATE
2002
IEEE
242views Hardware» more  DATE 2002»
14 years 19 days ago
Automatic Generation of Common-Centroid Capacitor Arrays with Arbitrary Capacitor Ratio
The key performance of many analog circuits is directly related to accurate capacitor ratios. It is well known that capacitor ratio precision is greatly enhanced by paralleling id...
Mohamed Dessouky, DiaaEldin Sayed