41 citations · 41 across the 3 of their papers we have counts for
3 papers
cs.AR2025
Analysis of a Memcapacitor-Based for Neural Network Accelerator Framework
Ankur Singh, Dowon Kim, Byung-Geun Lee
Data-intensive computing tasks, such as training neural networks, are crucial for artificial intelligence applications but often come with high energy demands. One promising soluti…
cs.NE2024
Mem-elements based Neuromorphic Hardware for Neural Network Application
Ankur Singh
The thesis investigates the utilization of memristive and memcapacitive crossbar arrays in low-power machine learning accelerators, offering a comprehensive co-design framework for…
cs.NE2024★ 41 cited
Analysis and Fully Memristor-based Reservoir Computing for Temporal Data Classification
Ankur Singh, Sanghyeon Choi, Gunuk Wang +2
Reservoir computing (RC) offers a neuromorphic framework that is particularly effective for processing spatiotemporal signals. Known for its temporal processing prowess, RC signifi…