Enabling an integrated rate-temporal learning scheme on memristor

Enabling an integrated rate-temporal learning scheme on memristor

Learning scheme is the key to the utilization of spike-based computation and the emulation of neural/synaptic behaviors toward realization of cognition. The biological observations reveal an integrated spike time- and spike rate-dependent plasticity as a function of presynaptic firing frequency. How...

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Main Authors: HE, Wei, HUANG, Kejie, NING, Ning, RAMANATHAN, Kiruthika, LI, Guoqi, JIANG, Yu, SZE, JiaYin, SHI, Luping, ZHAO, Rong, PEI, Jing
Format: text
Language:English
Published: Institutional Knowledge at Singapore Management University 2013
Subjects:
memristor
neuromorphic
cognitive computing
Databases and Information Systems
Electrical and Computer Engineering
Online Access:https://ink.library.smu.edu.sg/sis_research/7266
https://ink.library.smu.edu.sg/context/sis_research/article/8269/viewcontent/srep04755.pdf
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Institution: Singapore Management University
Language: English

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https://ink.library.smu.edu.sg/sis_research/7266
https://ink.library.smu.edu.sg/context/sis_research/article/8269/viewcontent/srep04755.pdf

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