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.