文章基本信息

标题：A Performance Evaluation of A Parallel Biological Network Microcircuit in Neuron
本地全文：下载
作者：Salvatore Cuomo ; Pasquale De Michele ; Francesco Piccialli 等
期刊名称：International Journal of Distributed and Parallel Systems
印刷版ISSN：2229-3957
电子版ISSN：0976-9757
出版年度：2013
卷号：4
期号：1
DOI：10.5121/ijdps.2013.4102
出版社：Academy & Industry Research Collaboration Center (AIRCC)
摘要：A critical issue in biological neural network modelling is the parameter tuning of a model by means ofthe numerical simulations to map a real scenario. This approach requires a huge amount ofcomputational resources to assesses the impact of every model value that, generally, changes thenetwork response. In this paper we analyse the performance of a CA1neural network microcircuit model for pattern recognition. Moreover, we investigate its scalability andbenefits on multicore and on parallel and distributed architectures
关键词：Parallel Computing; GPU Computing; Performance Analysis; Programming; Biological Neural Network.