EventSession Formset ID 349

Event: ccnw24 2024
Type: Work Group
Title: EEG autoencoder with DYNAP-SE

In this workgroup we will investigate the computational capabilities of DYNAP-SE heterogeneous neurons for compressing time series data. Our focus is on exploring how these neurons can efficiently compress both periodic and aperiodic signals using few spikes per neuron, enabling low-latency pattern detection. We will optimize the DYNAP-SE neuromorphic chip with gradient-free optimization methods to use analog circuit variability for signal compression applications.

Moderators: Chiara De luca, Filippo Costa,
Schedule ID start time end time location
451 May 01 2024, 15:00 May 01 2024, 18:00 Disco
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