Stephen D. Smith

Differentiable Logic Gate Networks for Low-Latency EEG Classification on Edge Devices

Shyamal Y. Dharia, Stephen D. Smith, Camilo E. Valderrama

Real-time EEG classification on edge devices is bottlenecked by the floating-point arithmetic of conventional neural networks. We investigated Differentiable Logic Gate Networks (Diff-Logic) as a hardware-native alternative that compiles models into pure Boolean circuits executab…Read more