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 …
von Neumann in-memory computing architectures. By map** analog numerical matrices …
Recent progress on memristive convolutional neural networks for edge intelligence
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 …
(AI) has received extensive attention and made great progress. Edge intelligence pushes …
Low‐power computing with neuromorphic engineering
The increasing power consumption in the existing computation architecture presents grand
challenges for the performance and reliability of very‐large‐scale integrated circuits …
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
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 …
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
This research paper introduces a memory architecture that handles standard memory
storage operations and enables in-memory computations, surpassing the capabilities of …
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
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 …
because the computing system proposed by the cloud concept often causes delays. The …