4 papers
Neural Recording Power Optimization Through Machine Learning Guided Resolution Reconfiguration
Aviral Pandey, Dhruv Vaish, I-Ting Lin +1
Neural recording implants are a crucial tool for both neuroscience research and enabling new clinical applications. The power consumption of high channel count implants is dominate…
SPIRIT: Low Power Seizure Prediction using Unsupervised Online-Learning and Zoom Analog Frontends
Aviral Pandey, Adelson Chua, Ryan Kaveh +2
Early prediction of seizures and timely interventions are vital for improving patients' quality of life. While seizure prediction has been shown in software-based implementations,…
Towards EMG-to-Speech with a Necklace Form Factor
Peter Wu, Ryan Kaveh, Raghav Nautiyal +8
Electrodes for decoding speech from electromyography (EMG) are typically placed on the face, requiring adhesives that are inconvenient and skin-irritating if used regularly. We exp…
Wireless Ear EEG to Monitor Drowsiness
Ryan Kaveh, Carolyn Schwendeman, Leslie Pu +2
Neural wearables can enable life-saving drowsiness and health monitoring for pilots and drivers. While existing in-cabin sensors may provide alerts, wearables can enable monitoring…