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- W1781788132 abstract "This paper presents a strategy for the implementation of large scale spiking neural network topologies on FPGA devices based on the I&F conductance model. Analysis of the logic requirements demonstrate that large scale implementations are not viable if a fully parallel implementation strategy is utilised. Thus the paper presents an alternative approach where a trade off in terms of speed/area is made and time multiplexing of the neuron model implemented on the FPGA is used to generate large network topologies. FPGA implementation results demonstrate a performance increase over a PC based simulation." @default.
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- W1781788132 date "2005-01-01" @default.
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- W1781788132 title "A Novel Approach for the Implementation of Large Scale Spiking Neural Networks on FPGA Hardware" @default.
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- W1781788132 doi "https://doi.org/10.1007/11494669_68" @default.
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