A System-on-Chip for Closed-loop Optogenetic Sleep Modulation

no code implementations • 17 Jul 2021 • Xilin Liu, Andrew G. Richardson

Stimulation of target neuronal populations using optogenetic techniques during specific sleep stages has begun to elucidate the mechanisms and effects of sleep.

Specificity

Edge Deep Learning for Neural Implants

no code implementations • 1 Dec 2020 • Xilin Liu, Andrew G. Richardson

For seizure event detection, the sensitivity and FPR (h-1) for the DNN, CNN, and LSTM models were 87. 36%/0. 169, 96. 70%/0. 102, and 97. 61%/0. 071, respectively.

EEG Event Detection +3

An Energy-efficient Wireless Neural Recording System with Compressed Sensing and Encryption

no code implementations • 14 Sep 2020 • Xilin Liu, Andrew G. Richardson, Jan Van der Spiegel

This paper presents a wireless neural recording system featuring energy-efficient data compression and encryption.

Data Compression