%0 Journal Article
%T A Performance Evaluation of A Parallel Biological Network Microcircuit in Neuron
%A Salvatore Cuomo
%A Pasquale De Michele
%A Francesco Piccialli
%J International Journal of Distributed and Parallel Systems
%D 2013
%I Academy & Industry Research Collaboration Center (AIRCC)
%X 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. Inthis 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.
%K Parallel Computing
%K GPU Computing
%K Performance Analysis
%K Programming
%K Biological Neural Network.
%U http://airccse.org/journal/ijdps/papers/4113ijdps02.pdf