NEW PUBLICATION
Open-HW SNN Decoding with Channel Selection
Advances in CMOS microelectrode arrays have enhanced BMI accuracy, but near-sensor neural decoding remains challenging. Spiking Neural Networks (SNNs) offer energy-efficient solutions via event sparsity, yet high data rates make I/O and spike encoding a major bottleneck, limiting their full potential.
Gianluca Leone, Luca Martis, Luigi Raffo, Paolo Meloni
July 10, 2025