SpinCIM: Spin orbit torque memory for ternary neural networks based on the computing-in-memory architecture

L Luo, D Liu, H Zhang, Y Zhang, J Bai… - CCF Transactions on High …, 2022 - Springer
Although significant breakthrough has been made in deep neural networks (DNNs), which
show impressive potential as a general solution to the field of artificial intelligence (AI), DNN …

A Time-and Energy-Efficient CNN with Dense Connections on Memristor-Based Chips

W Zhou, Y Ren, J Zhou, T Hou… - 2023 IEEE 15th …, 2023 - ieeexplore.ieee.org
Designing lightweight convolutional neural network (CNN) models is an active research
area in edge AI. Compute-in-memory (CIM) provides a new computing paradigm to alleviate …

An advanced neuromorphic accelerator on FPGA for next-G spectrum sensing

MF Azmine - 2024 - vtechworks.lib.vt.edu
In modern communication systems, it's important to detect and use available radio
frequencies effectively. However, current methods face challenges with complexity and …