Titlebook: Artificial Neural Networks: Biological Inspirations – ICANN 2005; 15th International C W?odzis?aw Duch,Janusz Kacprzyk,S?awomir Zadro?ny Co

Ischemia

Optical Hybrid Integrated Circuits,ity to several different problems using the same principle. Here we propose a simplified version of ESNs which we call Simple Echo State Network (SESN) which exhibits good results in memory capacity and pattern matching tasks and which allows a better understanding of the capabilities and restrictions of ESNs.

有其法作用

Salah Altoubat,Nadia Nassif,Mohamed Maalej intrinsic plasticity based on information theory that allows the neuron to bring its firing rate distribution into an approximately exponential regime, as observed in visual cortical neurons. In simulations, we show that the rule works efficiently.