9 citations · 15 across the 3 of their papers we have counts for
3 papers
cs.NE2024
Neuromorphic Keyword Spotting with Pulse Density Modulation MEMS Microphones
Sidi Yaya Arnaud Yarga, Sean U. N. Wood
The Keyword Spotting (KWS) task involves continuous audio stream monitoring to detect predefined words, requiring low energy devices for continuous processing. Neuromorphic devices…
cs.NE2023★ 6 cited
Accelerating SNN Training with Stochastic Parallelizable Spiking Neurons
Sidi Yaya Arnaud Yarga, Sean U. N. Wood
Spiking neural networks (SNN) are able to learn spatiotemporal features while using less energy, especially on neuromorphic hardware. The most widely used spiking neuron in deep le…
cs.NE2022★ 9 cited
Efficient spike encoding algorithms for neuromorphic speech recognition
Sidi Yaya Arnaud Yarga, Jean Rouat, Sean U. N. Wood
Spiking Neural Networks (SNN) are known to be very effective for neuromorphic processor implementations, achieving orders of magnitude improvements in energy efficiency and computa…