NEU-MODEL : a multi-level object-oriented dynamic emulation laboratory


Autoria(s): Johnston, Patrick; Henskens, Frans; McGowan, William
Data(s)

01/06/2001

Resumo

Computational neuroscience aims to elucidate the mechanisms of neural information processing and population dynamics, through a methodology of incorporating biological data into complex mathematical models. Existing simulation environments model at a particular level of detail; none allow a multi-level approach to neural modelling. Moreover, most are not engineered to produce compute-efficient solutions, an important issue because sufficient processing power is a major impediment in the field. This project aims to apply modern software engineering techniques to create a flexible high performance neural modelling environment, which will allow rigorous exploration of model parameter effects, and modelling at multiple levels of abstraction.

Identificador

http://eprints.qut.edu.au/81267/

Publicador

Elsevier

Relação

DOI:10.1016/S0925-2312(01)00531-8

Johnston, Patrick, Henskens, Frans, & McGowan, William (2001) NEU-MODEL : a multi-level object-oriented dynamic emulation laboratory. Neurocomputing, 38-40, pp. 1671-1677.

Fonte

Faculty of Health; Institute of Health and Biomedical Innovation; School of Psychology & Counselling

Palavras-Chave #010202 Biological Mathematics #multi-level modelling #simulation environment #connectionist #biologically constrained
Tipo

Journal Article