25 citations · 27 across the 6 of their papers we have counts for
3 papers · 1 filter
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…
Spike-based Neuromorphic Computing for Next-Generation Computer Vision
Md Sakib Hasan, Catherine D. Schuman, Zhongyang Zhang +2
Neuromorphic Computing promises orders of magnitude improvement in energy efficiency compared to traditional von Neumann computing paradigm. The goal is to develop an adaptive, fau…
Biomembrane-based Memcapacitive Reservoir Computing System for Energy Efficient Temporal Data Processing
Md Razuan Hossain, Ahmed Salah Mohamed, Nicholas Xavier Armendarez +2
Reservoir computing is a highly efficient machine learning framework for processing temporal data by extracting features from the input signal and mapping them into higher dimensio…