Merrc: A memristor-enabled reconfigurable low-power reservoir computing architecture at the edge

F Nowshin, Y Huang, MR Sarkar… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
The massive growth in the Internet of Things (IoT) has led to an increase in demand for
devices receiving and transmitting data to and from the cloud during operations. Edge …

Automated and Holistic Co-design of Neural Networks and ASICs for Enabling In-Pixel Intelligence

SR Kharel, P Mukim, P Maj, GW Deptuch, S Yoo… - arXiv preprint arXiv …, 2024 - arxiv.org
Extreme edge-AI systems, such as those in readout ASICs for radiation detection, must
operate under stringent hardware constraints such as micron-level dimensions, sub-milliwatt …

Exploration of Energy Efficient Computing for Data-Intensive Applications

MA Zaman - 2022 - search.proquest.com
The efficiency of Von-Neumann architecture deteriorates due to memory wall problem [2],
attributable to the mismatch of bandwidth as memories are becoming slower than CPU. In …