PACAC: PYNQ Accelerated Cardiac Arrhythmia Classifier with secure transmission- A Deep Learning based Approach. - Soumyashree Mangaraj; Jaganath Prasad Mohanty; Samit Ari; Ayas Kanta Swain; Kamalakanta Mahapatra (ACM Great Lakes Symposium on VLSI, 2024)

Hardware Accelerated Quantized Hand Written Digit Recognition via High Level Synthesis. - Pawan Oraon; Soumyashree Mangaraj; Ayas Kanta Swain; Kamalakanta Mahapatra (ACM Great Lakes Symposium on VLSI, 2024)

HLS-compiled PYNQ-based cardiac arrhythmia detection system leveraging quantized ECG beat images. - Soumyashree Mangaraj; Kamalakanta Mahapatra; Samit Ari (Biomed. Signal Process. Control., 2025)