Search Results for author: Sidi Yaya Arnaud Yarga

Found 2 papers, 1 papers with code

Accelerating SNN Training with Stochastic Parallelizable Spiking Neurons

1 code implementation22 Jun 2023 Sidi Yaya Arnaud Yarga, Sean U. N. Wood

In this paper, we propose the Stochastic Parallelizable Spiking Neuron (SPSN) to overcome the sequential training limitation of LIF neurons.

Efficient spike encoding algorithms for neuromorphic speech recognition

no code implementations14 Jul 2022 Sidi Yaya Arnaud Yarga, Jean Rouat, Sean U. N. Wood

Finally, we show that several encoding methods result in improved performance over the conventional deep learning baseline in certain cases, further demonstrating the power of spike encoding algorithms in the encoding of real-valued signals and that neuromorphic implementation has the potential to outperform state of the art techniques.

speech-recognition Speech Recognition

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