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

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

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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.

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ID Code: 81267
Item Type: Journal Article
Refereed: Yes
Keywords: multi-level modelling, simulation environment, connectionist, biologically constrained
DOI: 10.1016/S0925-2312(01)00531-8
ISSN: 0925-2312
Subjects: Australian and New Zealand Standard Research Classification > MATHEMATICAL SCIENCES (010000) > APPLIED MATHEMATICS (010200) > Biological Mathematics (010202)
Divisions: Current > QUT Faculties and Divisions > Faculty of Health
Current > Institutes > Institute of Health and Biomedical Innovation
Current > Schools > School of Psychology & Counselling
Deposited On: 28 Jan 2015 23:32
Last Modified: 28 Jan 2015 23:32

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