NEW PUBLICATION

All-Spiking ECG Analysis for Arrhythmia Class.

Full Title: All-Spiking ECG Analysis for Arrhythmia Classification on Low-Power FPGA | This work introduces an end-to-end, spike-driven approach for ECG analysis, in which a spiking neural network (SNN) addresses arrhythmia detection on an event-based input. The signal encoding employs delta modulation on the raw ECG waveform as well as its first and second derivatives.