Roshwin Sengupta

According to our database, Roshwin Sengupta authored at least 9 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

WASENN: Wavelet Assisted Stochastic Enabled Neural Network for Human Activity Recognition.

Roshwin Sengupta, Ilia Polian, John P. Hayes

IEEE Trans. Circuits Syst. I Regul. Pap., October, 2025

Comparative Analysis of Error Tolerance and Hardware Efficiency in Stochastic Computing-based Digital Filters.

Roshwin Sengupta, Ilia Polian, John P. Hayes

J. Circuits Syst. Comput., 2025

Low-Power Continuous Wavelet Transform Employing Stochastic Computing.

Roshwin Sengupta, Ilia Polian, John P. Hayes

Proceedings of the IEEE International Symposium on Circuits and Systems, 2025

Motion Classification by Utilizing Machine Learning for Acceleration Data.

Kenzaburo Ishizu, Toshimitsu Honda, Kohei Miyase, Stefan Holst, Shudai Ishikawa, Roshwin Sengupta, Ilia Polian

Proceedings of the IEEE International Conference on Consumer Electronics, 2025

Fault-Tolerant and Low-Latency Stochastic Neural Networks via Adaptive Bitstream Precision.

Roshwin Sengupta, John P. Hayes, Ilia Polian

Proceedings of the 34th IEEE Asian Test Symposium, 2025

2024

Performance and Error Tolerance of Stochastic Computing-Based Digital Filter Design.

Roshwin Sengupta, Ilia Polian, John P. Hayes

Proceedings of the 27th International Symposium on Design & Diagnostics of Electronic Circuits & Systems, 2024

Fault Tolerance in Stochastic Circuits for Recurrent Sequential Neural Networks.

Roshwin Sengupta, Ilia Polian, John P. Hayes

Proceedings of the 33rd IEEE Asian Test Symposium, 2024

2022

Wavelet Transform Assisted Neural Networks for Human Activity Recognition.

Roshwin Sengupta, Ilia Polian, John P. Hayes

Proceedings of the IEEE International Symposium on Circuits and Systems, 2022

Stochastic Computing Architectures for Lightweight LSTM Neural Networks.

Roshwin Sengupta, Ilia Polian, John P. Hayes

Proceedings of the 25th International Symposium on Design and Diagnostics of Electronic Circuits and Systems, 2022