article Open AccessTop 1% cited
Memristors with diffusive dynamics as synaptic emulators for neuromorphic computing
Nature Materials · 2016 · Vol. 16(1) · pp. 101–108
Zhongrui Wang✉(University of Massachusetts Amherst)Saumil Joshi(University of Massachusetts Amherst)Sergey Savel’ev(Loughborough University)Hao Jiang(University of Massachusetts Amherst)Rivu Midya(University of Massachusetts Amherst)Peng Lin(University of Massachusetts Amherst)Miao Hu(Hewlett-Packard (United States))Ning Ge(Hewlett-Packard (United States))John Paul Strachan(Hewlett-Packard (United States))Zhiyong Li(Hewlett-Packard (United States))Qing Wu(United States Air Force Research Laboratory)Mark Barnell(United States Air Force Research Laboratory)Geng‐Lin Li(University of Massachusetts Amherst)Huolin L. Xin(Brookhaven National Laboratory)R. Stanley Williams(Hewlett-Packard (United States))Qiangfei Xia(University of Massachusetts Amherst)J. Joshua Yang(University of Massachusetts Amherst)
Advanced Memory and Neural ComputingPhotoreceptor and optogenetics researchNeuroscience and Neural EngineeringNeuromorphic engineeringMemristorMaterials scienceNanotechnologySynaptic plasticityNeurotransmissionEmulationComputer scienceBiophysicsChemistry
Funding
- National Science Foundation
- U.S. Department of Energy
- Center for Hierarchical Manufacturing, National Science Foundation
- Office of Science
- U.S. Air Force
- University of Massachusetts Amherst
- Intelligence Advanced Research Projects Activity
- Division of Electrical, Communications and Cyber Systems
- Air Force Office of Scientific Research
- Brookhaven National Laboratory
- Air Force Research Laboratory
Citations
2,249
FWCI
102.16
field-weighted impact
References
52
Percentile
100%
vs. same field & year
Citations per year
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References
Experimental demonstration of associative memory with memristive neural networks
Neural Networks · 2010 · 1,015 citations
Nanoscale Memristor Device as Synapse in Neuromorphic Systems
Nano Letters · 2010 · 4,080 citations
A VLSI Array of Low-Power Spiking Neurons and Bistable Synapses With Spike-Timing Dependent Plasticity
IEEE Transactions on Neural Networks · 2006 · 988 citations
Nanoionics-based resistive switching memories
Nature Materials · 2007 · 4,759 citations
LTP and LTD
Neuron · 2004 · 3,898 citations
Spike Timing–Dependent Plasticity: A Hebbian Learning Rule
Annual Review of Neuroscience · 2008 · 1,976 citations
Atomic structure of conducting nanofilaments in TiO2 resistive switching memory
Nature Nanotechnology · 2010 · 2,067 citations
An Electronic Synapse Device Based on Metal Oxide Resistive Switching Memory for Neuromorphic Computation
IEEE Transactions on Electron Devices · 2011 · 793 citations
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