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» Neural Systems as Nonlinear Filters
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ECCC
2000
86views more  ECCC 2000»
13 years 4 months ago
Neural Systems as Nonlinear Filters
Experimental data show that biological synapses behave quite differently from the symbolic synapses in all common artificialneuralnetwork models. Biological synapses are dynamic, ...
Wolfgang Maass, Eduardo D. Sontag
NN
2010
Springer
12 years 11 months ago
Split quaternion nonlinear adaptive filtering
Bukhari Che Ujang, Clive Cheong Took, Danilo P. Ma...
IEAAIE
1998
Springer
13 years 8 months ago
State Estimation for Nonlinear Systems Using Restricted Genetic Optimization
Abstract. In this paper we describe a new nonlinear estimator for filtering systems with nonlinear process and observation models, based on the optimization with RGO (Restricted Ge...
Santiago Garrido, Luis Moreno, Carlos Balaguer
ICANN
2010
Springer
13 years 5 months ago
Designing Simple Nonlinear Filters Using Hysteresis of Single Recurrent Neurons for Acoustic Signal Recognition in Robots
Abstract. In this article we exploit the discrete-time dynamics of a single neuron with self-connection to systematically design simple signal filters. Due to hysteresis effects an...
Poramate Manoonpong, Frank Pasemann, Christoph Kol...