TY - GEN
T1 - OrganoSense
T2 - 68th IEEE International Midwest Symposium on Circuits and Systems, MWSCAS 2025
AU - Tabrizchi, Sepehr
AU - Solanki, Neeraj
AU - Sarvestani, Ali Shafiee
AU - Angizi, Shaahin
AU - Roohi, Arman
N1 - Publisher Copyright:
© 2025 IEEE.
PY - 2025
Y1 - 2025
N2 - This paper introduces OrganoSense integrating, organic electronics, in-sensor processing, and weightless neural networks to address key limitations in wearable biosensors. By leveraging organic thin-film transistors, the system achieves flexibility, biocompatibility, and low power consumption while maintaining reliable biosignal classification under low-power conditions. An innovative analog preprocessing pipeline efficiently extracts features from ECG and EEG signals, while the specialized computing framework ensures robust operation despite power constraints. Experimental Simulations across ECG and EEG datasets demonstrate competitive accuracy with a 100 × smaller memory footprint than CNNs, validating its potential for low-power, wearable health monitoring.
AB - This paper introduces OrganoSense integrating, organic electronics, in-sensor processing, and weightless neural networks to address key limitations in wearable biosensors. By leveraging organic thin-film transistors, the system achieves flexibility, biocompatibility, and low power consumption while maintaining reliable biosignal classification under low-power conditions. An innovative analog preprocessing pipeline efficiently extracts features from ECG and EEG signals, while the specialized computing framework ensures robust operation despite power constraints. Experimental Simulations across ECG and EEG datasets demonstrate competitive accuracy with a 100 × smaller memory footprint than CNNs, validating its potential for low-power, wearable health monitoring.
UR - https://www.scopus.com/pages/publications/105029748231
UR - https://www.scopus.com/pages/publications/105029748231#tab=citedBy
U2 - 10.1109/MWSCAS53549.2025.11244480
DO - 10.1109/MWSCAS53549.2025.11244480
M3 - Conference contribution
AN - SCOPUS:105029748231
T3 - Midwest Symposium on Circuits and Systems
SP - 578
EP - 582
BT - 2025 IEEE 68th International Midwest Symposium on Circuits and Systems, MWSCAS 2025
PB - Institute of Electrical and Electronics Engineers Inc.
Y2 - 10 August 2025 through 13 August 2025
ER -