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» Neural Dynamics with Stochasticity
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IDEAL
2005
Springer
15 years 11 months ago
Neural Networks: A Replacement for Gaussian Processes?
Abstract. Gaussian processes have been favourably compared to backpropagation neural networks as a tool for regression. We show that a recurrent neural network can implement exact ...
Matthew Lilley, Marcus R. Frean
NIME
2004
Springer
129views Music» more  NIME 2004»
15 years 11 months ago
Real-time Gesture Mapping in Pd Environment using Neural Networks
In this paper, we describe an adaptive approach to gesture for musical applications. Neural Network abstractions and interfaces are implemented in the Pure Data environment which ...
Arshia Cont, Thierry Coduys, Cyrille Henry
BC
2005
64views more  BC 2005»
15 years 6 months ago
Waves, bumps, and patterns in neural field theories
Neural field models of firing rate activity have had a major impact in helping to develop an understanding of the dynamics seen in brain slice preparations. These models typically...
Stephen Coombes
ASC
2004
15 years 6 months ago
Neural network-based colonoscopic diagnosis using on-line learning and differential evolution
In this paper, on-line training of neural networks is investigated in the context of computer-assisted colonoscopic diagnosis. A memory-based adaptation of the learning rate for t...
George D. Magoulas, Vassilis P. Plagianakos, Micha...
NN
2000
Springer
142views Neural Networks» more  NN 2000»
15 years 5 months ago
Towards a neural network based therapy for hallucinatory disorders
Pattern completion in a neural network model of the thalamus and a biologically plausible model of synaptic plasticity are the key concepts used in this paper for analyzing some c...
Javier Ropero Peláez