Binyi Ren

DBNN: Neural Spike Classification Using a Deep Binarized Neural Network

Binyi Ren, Luca M. Meyer, Majid Zamani

Implantable brain-computer interfaces require on-node spike sorting to reduce telemetry bandwidth and power while maintaining reliable neural decoding. This paper presents a hardware-oriented deep binarized neural network (DBNN) spike-sorting system with two binarized hidden laye…Read more