Dielectric-Engineered High-Speed, Low-Power, Highly Reliable Charge Trap Flash-Based Synaptic Device for Neuromorphic Computing beyond Inference.
Sign Up to like & getrecommendations! Published in 2023 at "Nano letters"
DOI: 10.1021/acs.nanolett.2c03453
Abstract: The coming of the big-data era brought a need for power-efficient computing that cannot be realized in the Von Neumann architecture. Neuromorphic computing which is motivated by the human brain can greatly reduce power consumption… read more here.
Keywords: low power; neuromorphic computing; power; trap flash ... See more keywords
Emulation of Synaptic Plasticity on Cobalt based Synaptic Transistor for Neuromorphic Computing
Sign Up to like & getrecommendations! Published in 2022 at "ACS applied materials & interfaces"
DOI: 10.1021/acsami.1c19916
Abstract: Neuromorphic computing (NC), which emulates neural activities of the human brain, is considered for the low-power implementation of artificial intelligence. Toward realizing NC, fabrication, and investigations of hardware elements─such as synaptic devices and neurons─are crucial.… read more here.
Keywords: neuromorphic computing; term; cobalt; based synaptic ... See more keywords
Habituation based synaptic plasticity and organismic learning in a quantum perovskite
Sign Up to like & getrecommendations! Published in 2017 at "Nature Communications"
DOI: 10.1038/s41467-017-00248-6
Abstract: A central characteristic of living beings is the ability to learn from and respond to their environment leading to habit formation and decision making. This behavior, known as habituation, is universal among all forms of… read more here.
Keywords: habituation based; based synaptic; habituation; synaptic plasticity ... See more keywords
Ion-Movement-Based Synaptic Device for Brain-Inspired Computing
Sign Up to like & getrecommendations! Published in 2022 at "Nanomaterials"
DOI: 10.3390/nano12101728
Abstract: As the amount of data has grown exponentially with the advent of artificial intelligence and the Internet of Things, computing systems with high energy efficiency, high scalability, and high processing speed are urgently required. Unlike… read more here.
Keywords: inspired computing; ion movement; movement based; brain ... See more keywords