3 papers
cs.AR2024
Hardware Accelerators for Artificial Intelligence
S M Mojahidul Ahsan, Anurag Dhungel, Mrittika Chowdhury +2
In this chapter, we aim to explore an in-depth exploration of the specialized hardware accelerators designed to enhance Artificial Intelligence (AI) applications, focusing on their…
cs.ET2024
Intrinsic Voltage Offsets in Memcapacitive Bio-Membranes Enable High-Performance Physical Reservoir Computing
Ahmed S. Mohamed, Anurag Dhungel, Md Sakib Hasan +1
Reservoir computing is a brain-inspired machine learning framework for processing temporal data by mapping inputs into high-dimensional spaces. Physical reservoir computers (PRCs)…
cs.LG2023
Brain-Inspired Reservoir Computing Using Memristors with Tunable Dynamics and Short-Term Plasticity
Nicholas X. Armendarez, Ahmed S. Mohamed, Anurag Dhungel +3
Recent advancements in reservoir computing research have created a demand for analog devices with dynamics that can facilitate the physical implementation of reservoirs, promising…