Multiply accumulate operations in memristor crossbar arrays for analog computing

J Chen, J Li, Y Li, X Miao - Journal of Semiconductors, 2021 - iopscience.iop.org
Memristors are now becoming a prominent candidate to serve as the building blocks of non-
von Neumann in-memory computing architectures. By map** analog numerical matrices …

Recent progress on memristive convolutional neural networks for edge intelligence

YF Qin, H Bao, F Wang, J Chen, Y Li… - Advanced Intelligent …, 2020 - Wiley Online Library
Recently, due to the development of big data and computer technology, artificial intelligence
(AI) has received extensive attention and made great progress. Edge intelligence pushes …

Low‐power computing with neuromorphic engineering

D Liu, H Yu, Y Chai - Advanced Intelligent Systems, 2021 - Wiley Online Library
The increasing power consumption in the existing computation architecture presents grand
challenges for the performance and reliability of very‐large‐scale integrated circuits …

DEEPEYE: A deeply tensor-compressed neural network for video comprehension on terminal devices

Y Cheng, G Li, N Wong, HB Chen, H Yu - ACM Transactions on …, 2020 - dl.acm.org
Video object detection and action recognition typically require deep neural networks (DNNs)
with huge number of parameters. It is thereby challenging to develop a DNN video …

A 10T SRAM Architecture with 40% Enhanced Throughput for IMC Applications Benchmarked with CIFAR-10 Dataset

RS Siddanath, M Gupta, C Joshi, M Goswami… - Integration, 2024 - Elsevier
This research paper introduces a memory architecture that handles standard memory
storage operations and enables in-memory computations, surpassing the capabilities of …

Q8KNN: A Novel 8-Bit KNN Quantization Method for Edge Computing in Smart Lighting Systems with NodeMCU

AG Putrada, M Abdurohman, D Perdana… - Intelligent Systems …, 2023 - Springer
The emergence of the edge computing concept, such as in smart lighting control systems, is
because the computing system proposed by the cloud concept often causes delays. The …