Publications

Fully Convolutional Network for Edge devices - FPGA implementation and Analysis for Agriculture Technology, Elsevier, 2024. 

Heterogeneous Computing of Multi-Agent Deep Reinforcement Learning on Edge Devices for Internet of Things, CRC Press, Taylor & Francis, 2023.

Resource Constrained Hardware Architecture for Training Deep Neural Networks at the edge-FPGA Implementation, IEEE iSES, 2022.

FPGA Implementation of Proximal Policy Optimization Algorithm for Edge Devices with Application to Agriculture Technology, JAIHC Springer, 2022.

Simple Reinforcement Learning Algorithms for Edge Devices-FPGA Implementation, 58th Design Automation Conference, 2021.

Hardware Realization of Reinforcement Learning Algorithms for Edge Devices, CRC Press, Taylor & Francis, 2021.

Accelerating the Activation Function Selection for Hybrid Deep Neural Networks-FPGA Implementation, IEEE TENSYMP, 2021.

Cellular Automata and Arbiter PUF-Based Security Architecture for System-on-Chip Designs, Springer, 2019.

Cellular Automata Logic Block Observer Based Testing for Network-on-Chip Architecture, Springer, 2018.

Power optimized 7-port router design with BIST capability for 3D NoC architecture, JEEE, 2017.

Test scheduling with built in logic block observer for NoC architecture, IEEE ICIMIA, 2017.

Cellular automata based built-in-self test implementation for star topology NoC, IEEE ISCO, 2017.

Pursuance measures of CRA & HRA for 3D networks on a 7-port router schema, IEEE ICCSP, 2015.