A Software Framework for Mapping Neural Networks to a Wafer-scale Neuromorphic Hardware System

Matthias Ehrlich, Karsten Wendt, Lukas Zühl, René Schüffny, Daniel Brüderle, Eric Müller, Bernhard Vogginger

Abstract

In this contribution we will provide the reader with outcomes of the development of a novel software framework for an unique wafer-scale neuromorphic hardware system. The hardware system is described in an abstract manner, followed by its software framework which is in the focus of this paper. We then introduce the benchmarks applied for process evaluation and provide examples of the achieved results.

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Paper Citation


in Harvard Style

Ehrlich M., Wendt K., Zühl L., Schüffny R., Brüderle D., Müller E. and Vogginger B. (2010). A Software Framework for Mapping Neural Networks to a Wafer-scale Neuromorphic Hardware System . In Proceedings of the 6th International Workshop on Artificial Neural Networks and Intelligent Information Processing - Volume 1: Workshop ANNIIP, (ICINCO 2010) ISBN 978-989-8425-03-4, pages 43-52. DOI: 10.5220/0003024200430052


in Bibtex Style

@conference{workshop anniip10,
author={Matthias Ehrlich and Karsten Wendt and Lukas Zühl and René Schüffny and Daniel Brüderle and Eric Müller and Bernhard Vogginger},
title={A Software Framework for Mapping Neural Networks to a Wafer-scale Neuromorphic Hardware System},
booktitle={Proceedings of the 6th International Workshop on Artificial Neural Networks and Intelligent Information Processing - Volume 1: Workshop ANNIIP, (ICINCO 2010)},
year={2010},
pages={43-52},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0003024200430052},
isbn={978-989-8425-03-4},
}


in EndNote Style

TY - CONF
JO - Proceedings of the 6th International Workshop on Artificial Neural Networks and Intelligent Information Processing - Volume 1: Workshop ANNIIP, (ICINCO 2010)
TI - A Software Framework for Mapping Neural Networks to a Wafer-scale Neuromorphic Hardware System
SN - 978-989-8425-03-4
AU - Ehrlich M.
AU - Wendt K.
AU - Zühl L.
AU - Schüffny R.
AU - Brüderle D.
AU - Müller E.
AU - Vogginger B.
PY - 2010
SP - 43
EP - 52
DO - 10.5220/0003024200430052