Reliability-Driven Memristive Crossbar Design in Neuromorphic Computing Systems
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Transactions on Automation Science and Engineering"
DOI: 10.1109/tase.2021.3125065
Abstract: In recent years, memristive crossbar-based neuromorphic computing systems (NCS) have provided a promising solution to the acceleration of neural networks. However, stuck-at faults (SAFs) in the memristor devices significantly degrade the computing accuracy of NCS.… read more here.
Keywords: reliability driven; reliability; memristive crossbar; design ... See more keywords
Radiation Hardened 12T SRAM With Crossbar-Based Peripheral Circuit in 28nm CMOS Technology
Sign Up to like & getrecommendations! Published in 2021 at "IEEE Transactions on Circuits and Systems I: Regular Papers"
DOI: 10.1109/tcsi.2021.3074699
Abstract: Conventional hardened cells are not robust enough to single event upset (SEU) in 28nm technology due to the scaling of the transistors. High soft error rate is caused by particle striking at cells and logic… read more here.
Keywords: 12t sram; radiation hardened; crossbar based; based peripheral ... See more keywords
Research Progress on Memristor: From Synapses to Computing Systems
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Circuits and Systems I: Regular Papers"
DOI: 10.1109/tcsi.2022.3159153
Abstract: As the limits of transistor technology are approached, feature size in integrated circuit transistors has been reduced very near to the minimum physically-realizable channel length, and it has become increasingly difficult to meet expectations outlined… read more here.
Keywords: research progress; crossbar based; memristor; computing systems ... See more keywords
Crossbar-Based Memristive Logic-in-Memory Architecture
Sign Up to like & getrecommendations! Published in 2017 at "IEEE Transactions on Nanotechnology"
DOI: 10.1109/tnano.2017.2691713
Abstract: The use of memristors and resistive random access memory (ReRAM) technology to perform logic computations, has drawn considerable attention from researchers in recent years. However, the topological aspects of the underlying ReRAM architecture and its… read more here.
Keywords: logic memory; cross point; crossbar based; geometry ... See more keywords