Speaker
Bartlomiej Pawel Borzyszkowski
Description
We describe anomaly detection applications on Neuromorphic Chips, exploiting Spiking Neural Networks on the Intel Loihi chip. We describe different workflows to train models directly on Loihi or to convert Neural Networks to Spiking Neural Networks. As a benchmark, we consider the problem of Gravitational Wave detection without a-priori assumption of the wave profile. We discuss baseline models and compare their reach to that of Spiking Neural Networks.
Primary authors
Eric Anton Moreno
(California Institute of Technology (US))
Bartlomiej Pawel Borzyszkowski
