Parallel Model for Spiking Neural Networks using MATLAB

被引：1

作者：

Mirsu, Radu ^{[1
]}

Tiponut, Virgil ^{[1
]}

机构：

[1] Politehn Univ Timisoara, Dept Appl Elect, Timisoara, Romania

来源：

2010 9TH INTERNATIONAL SYMPOSIUM ON ELECTRONICS AND TELECOMMUNICATIONS (ISETC) | 2010年

关键词：

spiking neural networks; neural modeling; parallel processing; MATLAB modelling;

D O I：

10.1109/ISETC.2010.5679345

中图分类号：

TM [电工技术]; TN [电子技术、通信技术];

学科分类号：

0808 ; 0809 ;

摘要：

Spiking Neural Networks are the last generation of neural models. Because the model is recent, very few dedicated simulation frameworks exist. This paper proposes a simulation framework developed in MATLAB that can be useful at: designing the network, uploading input stimuli, simulating the network, processing and displaying the results. The framework can be run on a network of computers by exploiting the parallelism of the model. The result is an improved performance by reducing simulation time.

引用

页码：369 / 372

页数：4