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CVPR
2012
IEEE
13 years 8 months ago
Image denoising: Can plain neural networks compete with BM3D?
Image denoising can be described as the problem of mapping from a noisy image to a noise-free image. The best currently available denoising methods approximate this mapping with c...
Harold Christopher Burger, Christian J. Schuler, S...
ECCC
2000
59views more  ECCC 2000»
15 years 5 months ago
A Simple Model for Neural Computation with Firing Rates and Firing Correlations
A simple extension of standard neural network models is introduced which provides a model for neural computations that involve both firing rates and firing correlations. Such an ex...
Wolfgang Maass
ICANN
2009
Springer
15 years 10 months ago
Structural Analysis on STDP Neural Networks Using Complex Network Theory
Hideyuki Kato, Tohru Ikeguchi, Kazuyuki Aihara
RAS
2002
168views more  RAS 2002»
15 years 5 months ago
Neural predictive control for a car-like mobile robot
: This paper presents a new path-tracking scheme for a car-like mobile robot based on neural predictive control. A multi-layer back-propagation neural network is employed to model ...
Dongbing Gu, Huosheng Hu
DATE
2008
IEEE
134views Hardware» more  DATE 2008»
16 years 11 days ago
Scalable Architecture for on-Chip Neural Network Training using Swarm Intelligence
This paper presents a novel architecture for on-chip neural network training using particle swarm optimization (PSO). PSO is an evolutionary optimization algorithm with a growing ...
Amin Farmahini Farahani, Seid Mehdi Fakhraie, Saee...