Flexible design methodology for spike encoding implementation on FPGA
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EN
Communication dans un congrès
Ce document a été publié dans
2022 IEEE Biomedical Circuits and Systems Conference (BioCAS), 2022 IEEE Biomedical Circuits and Systems Conference (BioCAS), 2022-10-13, Taipei. 2022-10p. 379-383
Résumé en anglais
Spiking Neural Networks (SNNs) are promising candidates for low power and low latency embedded artificial intelligence, e.g., for edge computing. There is, however, a lack of naturally event-based sensors that could directly ...Lire la suite >
Mots clés
Energy consumption
Design methodology
Software algorithms
Computer architecture
Hardware
Software
Encoding
Spiking neural networks
Data encoding
High level synthesis
Spike sorting
Edge computing