Object-Oriented NeuroSys: Parallel Programs for Simulating Large Networks of Biologically Accurate Neurons

Object-oriented NeuroSys is a collection of programs for simulating very large networks of biologically accurate neurons on distributed memory parallel computers. It includes two principle programs: ooNeuroSys, a parallel program for solving the systems of ordinary differential equations arising fro...

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Bibliographische Detailangaben
Hauptverfasser: Pacheco, Peter S., Miller, Patrick, Kim, Jin, Leese, Taylor, Zabiyaka, Yuliya
Format: Buchkapitel
Sprache:eng
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Zusammenfassung:Object-oriented NeuroSys is a collection of programs for simulating very large networks of biologically accurate neurons on distributed memory parallel computers. It includes two principle programs: ooNeuroSys, a parallel program for solving the systems of ordinary differential equations arising from the modelling of large networks of interconnected neurons, and Neurondiz, a parallel program for visualizing the results of ooNeuroSys. Both programs are designed to be run on clusters and use the MPI library to obtain parallelism. ooNeuroSys also includes an easy-to-use Python interface. This interface allows neuroscientists to quickly develop and test complex neuron models. Both ooNeuroSys and Neurondiz have a design that allows for both high performance and relative ease of maintenance.
ISSN:0302-9743
1611-3349
DOI:10.1007/978-3-540-39924-7_23