Title :
Spike neural networks and their training procedures
Author :
Pukish, Svitlana ; Romanyshyn, Yuriy
Author_Institution :
EMCAT Dept., Lviv Nat. Polytech. Univ., Lviv, Ukraine
Abstract :
The model of spike neuron, structure of spike neural networks are considered and their classification was made. The training procedures used to spike neural networks are described.
Keywords :
learning (artificial intelligence); neural nets; spike neural network; spike neuron; training procedure; Artificial neural networks; Biological system modeling; Classification algorithms; Neurons; Training; Vectors; clustering data; learning procedure; neuron; spike neural network;
Conference_Titel :
CAD Systems in Microelectronics (CADSM), 2011 11th International Conference The Experience of Designing and Application of
Conference_Location :
Polyana-Svalyava
Print_ISBN :
978-1-4577-0042-2
Electronic_ISBN :
978-966-2191-17-2
