Neu im Angebot

Neu im Angebot

Neuromorphic chip spotted in the wild:

"Real-time sub-milliwatt epilepsy detection implemented on a spiking neural network edge inference processor", by Li et al. 2024 with @DylanMuir
https://www.sciencedirect.com/science/article/pii/S0010482524013106

"The SNN model was deployed on Xylo, a digital SNN neuromorphic processor designed to process temporal signals. Xylo efficiently simulates spiking leaky integrate-and-fire neurons with exponential input synapses. Xylo has much lower energy requirements than traditional approaches to signal processing"

"the application has an average power consumption of 87.4 microW (IO power) + 287.9 microW (compute power) when deployed to Xylo"

#neuroscience #NeuromorphicComputing #neuromorph #xylo

Real-time sub-milliwatt epilepsy detection implemented on a spiking neural network edge inference processor

Analyzing electroencephalogram (EEG) signals to detect the epileptic seizure status of a subject presents a challenge to existing technologies aimed a…