Spiking neural network with lateral inhibition for reward-based associative learning

• Main Authors: Yusoff, Nooraini, Ahmad, Farzana Kabir
• 其他作者: Chu, Kiong Loo
• 格式: Book Section
• 出版: Springer International Publishing 2014
• 主題: QA75 Electronic computers. Computer science
• 在線閱讀: http://repo.uum.edu.my/18762/; http://doi.org/10.1007/978-3-319-12637-1_41

In this paper we propose a lateral inhibitory spiking neural network for reward-based associative learning with correlation in spike patterns for conflicting responses. The network has random and sparse connectivity, and we introduce a lateral inhibition via an anatomical constraint and synapse rein...