Resource Constrained Hardware Architecture for Training Deep Neural Networks at the Edge - FPGA Implementation. - Alavala Venkata Suraj; Shaik Mohammed Waseem; Subir Kumar Roy (iSES, 2022)

FPGA implementation of Proximal Policy Optimization algorithm for Edge devices with application to Agriculture Technology. - Shaik Mohammed Waseem; Subir Kumar Roy (J. Ambient Intell. Humaniz. Comput., 2023)

FPGA Based Hardware Accelerator for Training Implicit Neural Representations on Edge Devices. - Shaik Mohammed Waseem; Imrose Batterywala; Subir Kumar Roy; Sachit Rao (ISED, 2024)