3 papers
cs.NE2025
Neuromorphic Astronomy: An End-to-End SNN Pipeline for RFI Detection Hardware
Nicholas J. Pritchard, Andreas Wicenec, Richard Dodson +2
Imminent radio telescope observatories provide massive data rates making deep learning based processing appealing while simultaneously demanding real-time performance at low-energy…
cs.SD2024
Low-power SNN-based audio source localisation using a Hilbert Transform spike encoding scheme
Saeid Haghighatshoar, Dylan R Muir
Sound source localisation is used in many consumer devices, to isolate audio from individual speakers and reject noise. Localization is frequently accomplished by ``beamforming'',…
cs.SD2024
Neurobench: DCASE 2020 Acoustic Scene Classification benchmark on XyloAudio 2
Weijie Ke, Mina Khoei, Dylan Muir
XyloAudio is a line of ultra-low-power audio inference chips, designed for in- and near-microphone analysis of audio in real-time energy-constrained scenarios. Xylo is designed aro…