Analog Coding in Emerging Memory Systems
Sign Up to like & getrecommendations! Published in 2020 at "Scientific Reports"
DOI: 10.1038/s41598-020-63723-z
Abstract: Exponential growth in data generation and large-scale data science has created an unprecedented need for inexpensive, low-power, low-latency, high-density information storage. This need has motivated significant research into multi-level memory devices that are capable of… read more here.
Keywords: storage; emerging memory; analog coding; memory systems ... See more keywords
Emerging memory devices for artificial synapses
Sign Up to like & getrecommendations! Published in 2020 at "Journal of Materials Chemistry C"
DOI: 10.1039/d0tc01500h
Abstract: Increasing demands for new computing systems to fulfill enormous information processing have driven the development of brain-inspired neuromorphic systems that can perform fast and energy-efficient computing. Neuromorphic computing requires efficient artificial synapses. Emerging memory devices… read more here.
Keywords: artificial synapses; memory devices; synapses emerging; devices artificial ... See more keywords
Enhancing Reliability of Emerging Memory Technology for Machine Learning Accelerators
Sign Up to like & getrecommendations! Published in 2021 at "IEEE Transactions on Emerging Topics in Computing"
DOI: 10.1109/tetc.2020.2984992
Abstract: An efficient and reliable Multi-Level Cell (MLC) Spin-Transfer Torque Random Access Memory (STT-RAM) is proposed based on a Drop-And-Rearrange Approach, called DARA. Since CNN models are rather robust, less important bits are dropped, allowing important… read more here.
Keywords: underline underline; memory; reliability emerging; enhancing reliability ... See more keywords