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Neuro inspired reconfigurable architecture for hardware/software co-design

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4 Author(s)
Ghani, A. ; Intell. Syst. Res. Centre, Univ. of Ulster, Derry, UK ; McDaid, L.J. ; Belatreche, A. ; Ahmed, W.

In neuro-inspired computing, cortical columns or microcircuits appear to be the basic unit of computation for recognition related tasks. This paper proposes an integrated framework for an efficient implementation of a cortical column on reconfigurable platform (FPGAs). A novel hardware/software co-design implementation strategy is devised and the functionality is tested in the context of speech recognition application. An overall accuracy of 98% was achieved with the fixed-point hardware/software co-design technique in comparison to the 100% with the floating-point software implementation.

Published in:

SOC Conference, 2009. SOCC 2009. IEEE International

Date of Conference:

9-11 Sept. 2009