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Title
Neuromorphic Computing with Memristor Crossbar
Authors
Keywords
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Journal
PHYSICA STATUS SOLIDI A-APPLICATIONS AND MATERIALS SCIENCE
Volume 215, Issue 13, Pages 1700875
Publisher
Wiley
Online
2018-05-22
DOI
10.1002/pssa.201700875
References
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Note: Only part of the references are listed.- Memristor-Based Analog Computation and Neural Network Classification with a Dot Product Engine
- (2018) Miao Hu et al. ADVANCED MATERIALS
- An Artificial Neuron Based on a Threshold Switching Memristor
- (2018) Xumeng Zhang et al. IEEE ELECTRON DEVICE LETTERS
- Memristor-Based Circuit Design for Multilayer Neural Networks
- (2018) Yang Zhang et al. IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-REGULAR PAPERS
- 3-D Floating-Gate Synapse Array With Spike-Time-Dependent Plasticity
- (2018) Hyun-Seok Choi et al. IEEE TRANSACTIONS ON ELECTRON DEVICES
- Emerging perovskite materials for high density data storage and artificial synapses
- (2018) Yan Wang et al. Journal of Materials Chemistry C
- Emulating Short-Term and Long-Term Plasticity of Bio-Synapse Based on Cu/a-Si/Pt Memristor
- (2017) Xumeng Zhang et al. IEEE ELECTRON DEVICE LETTERS
- Memristor Crossbar for Adaptive Synchronization
- (2017) Lucia Valentina Gambuzza et al. IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-REGULAR PAPERS
- Permanent and Transient Fault Tolerance for Reconfigurable Nano-Crossbar Arrays
- (2017) Onur Tunali et al. IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS
- A Compact Memristor-Based Dynamic Synapse for Spiking Neural Networks
- (2017) Miao Hu et al. IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS
- 3-D Memristor Crossbars for Analog and Neuromorphic Computing Applications
- (2017) Gina C. Adam et al. IEEE TRANSACTIONS ON ELECTRON DEVICES
- Temporal Learning Using Second-Order Memristors
- (2017) Mohammed A. Zidan et al. IEEE TRANSACTIONS ON NANOTECHNOLOGY
- Nano-Ionic Solid State Resistive Memories (Re-RAM): A Review
- (2017) Satyajeet Sahoo et al. JOURNAL OF NANOSCIENCE AND NANOTECHNOLOGY
- Darwin: A neuromorphic hardware co-processor based on spiking neural networks
- (2017) De Ma et al. JOURNAL OF SYSTEMS ARCHITECTURE
- Atomristor: Nonvolatile Resistance Switching in Atomic Sheets of Transition Metal Dichalcogenides
- (2017) Ruijing Ge et al. NANO LETTERS
- Experimental Demonstration of Feature Extraction and Dimensionality Reduction Using Memristor Networks
- (2017) Shinhyun Choi et al. NANO LETTERS
- Emulation of synaptic metaplasticity in memristors
- (2017) Xiaojian Zhu et al. Nanoscale
- Electronic imitation of behavioral and psychological synaptic activities using TiOx/Al2O3-based memristor devices
- (2017) Writam Banerjee et al. Nanoscale
- Infrared Plasmonic Refractive Index Sensor with Ultra-High Figure of Merit Based on the Optimized All-Metal Grating
- (2017) Ruifang Li et al. Nanoscale Research Letters
- Dermatologist-level classification of skin cancer with deep neural networks
- (2017) Andre Esteva et al. NATURE
- Neuromorphic computing with nanoscale spintronic oscillators
- (2017) Jacob Torrejon et al. NATURE
- Chaotic dynamics in nanoscale NbO2 Mott memristors for analogue computing
- (2017) Suhas Kumar et al. NATURE
- A non-volatile organic electrochemical device as a low-voltage artificial synapse for neuromorphic computing
- (2017) Yoeri van de Burgt et al. NATURE MATERIALS
- Sparse coding with memristor networks
- (2017) Patrick M. Sheridan et al. Nature Nanotechnology
- DeepStack: Expert-level artificial intelligence in heads-up no-limit poker
- (2017) Matej Moravčík et al. SCIENCE
- A novel true random number generator based on a stochastic diffusive memristor
- (2017) Hao Jiang et al. Nature Communications
- Three-dimensional crossbar arrays of self-rectifying Si/SiO2/Si memristors
- (2017) Can Li et al. Nature Communications
- Reservoir computing using dynamic memristors for temporal information processing
- (2017) Chao Du et al. Nature Communications
- Face classification using electronic synapses
- (2017) Peng Yao et al. Nature Communications
- Flexible three-dimensional artificial synapse networks with correlated learning and trainable memory capability
- (2017) Chaoxing Wu et al. Nature Communications
- Tuning analog resistive switching and plasticity in bilayer transition metal oxide based memristive synapses
- (2017) Jingxian Li et al. RSC Advances
- Leaky Integrate and Fire Neuron by Charge-Discharge Dynamics in Floating-Body MOSFET
- (2017) Sangya Dutta et al. Scientific Reports
- A survey of neural network accelerators
- (2017) Zhen Li et al. Frontiers of Computer Science
- Infrared Plasmonic Refractive Index Sensor with Ultra-High Figure of Merit Based on the Optimized All-Metal Grating
- (2017) Ruifang Li et al. Nanoscale Research Letters
- A historical survey of algorithms and hardware architectures for neural-inspired and neuromorphic computing applications
- (2017) Conrad D. James et al. Biologically Inspired Cognitive Architectures
- Li-Ion Synaptic Transistor for Low Power Analog Computing
- (2016) Elliot J. Fuller et al. ADVANCED MATERIALS
- DianNao family
- (2016) Yunji Chen et al. COMMUNICATIONS OF THE ACM
- All Spin Artificial Neural Networks Based on Compound Spintronic Synapse and Neuron
- (2016) Deming Zhang et al. IEEE Transactions on Biomedical Circuits and Systems
- A Mini Review of Neuromorphic Architectures and Implementations
- (2016) Robert A. Nawrocki et al. IEEE TRANSACTIONS ON ELECTRON DEVICES
- Atomic scale nanoelectronics for quantum neuromorphic devices: comparing different materials
- (2016) Enrico Prati International Journal of Nanotechnology
- Comprehensive Study of Write Operation Scheme in Multi-Level Resistive Switching Memory Array
- (2016) Wontak Joo et al. JOURNAL OF NANOSCIENCE AND NANOTECHNOLOGY
- Large-scale neuromorphic computing systems
- (2016) Steve Furber Journal of Neural Engineering
- Observation of Quantized and Partial Quantized Conductance in Polymer-Suspended Graphene Nanoplatelets
- (2016) Yuhong Kang et al. Nanoscale Research Letters
- Repeatable, accurate, and high speed multi-level programming of memristor 1T1R arrays for power efficient analog computing applications
- (2016) Emmanuelle J Merced-Grafals et al. NANOTECHNOLOGY
- All-memristive neuromorphic computing with level-tuned neurons
- (2016) Angeliki Pantazi et al. NANOTECHNOLOGY
- Hybrid computing using a neural network with dynamic external memory
- (2016) Alex Graves et al. NATURE
- Mastering the game of Go with deep neural networks and tree search
- (2016) David Silver et al. NATURE
- Memristors with diffusive dynamics as synaptic emulators for neuromorphic computing
- (2016) Zhongrui Wang et al. NATURE MATERIALS
- Stochastic phase-change neurons
- (2016) Tomas Tuma et al. Nature Nanotechnology
- Building functional networks of spiking model neurons
- (2016) L F Abbott et al. NATURE NEUROSCIENCE
- Review of advances in neural networks: Neural design technology stack
- (2016) Adela-Diana Almási et al. NEUROCOMPUTING
- Spintronic Nanodevices for Bioinspired Computing
- (2016) Julie Grollier et al. PROCEEDINGS OF THE IEEE
- Convolutional networks for fast, energy-efficient neuromorphic computing
- (2016) Steven K. Esser et al. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA
- Resistive switching memories based on metal oxides: mechanisms, reliability and scaling
- (2016) Daniele Ielmini SEMICONDUCTOR SCIENCE AND TECHNOLOGY
- Quantized conductance coincides with state instability and excess noise in tantalum oxide memristors
- (2016) Wei Yi et al. Nature Communications
- Simulation of synaptic short-term plasticity using Ba(CF3SO3)2-doped polyethylene oxide electrolyte film
- (2016) C. T. Chang et al. Scientific Reports
- Interplay of multiple synaptic plasticity features in filamentary memristive devices for neuromorphic computing
- (2016) Selina La Barbera et al. Scientific Reports
- Efficient Implementation of the Backpropagation Algorithm in FPGAs and Microcontrollers
- (2016) Francisco Ortega-Zamorano et al. IEEE Transactions on Neural Networks and Learning Systems
- Feature Extraction Using Memristor Networks
- (2016) Patrick M. Sheridan et al. IEEE Transactions on Neural Networks and Learning Systems
- Observation of Quantized and Partial Quantized Conductance in Polymer-Suspended Graphene Nanoplatelets
- (2016) Yuhong Kang et al. Nanoscale Research Letters
- Spiking Neural Networks Based on OxRAM Synapses for Real-Time Unsupervised Spike Sorting
- (2016) Thilo Werner et al. Frontiers in Neuroscience
- Acceleration of Deep Neural Network Training with Resistive Cross-Point Devices: Design Considerations
- (2016) Tayfun Gokmen et al. Frontiers in Neuroscience
- Neuromorphic Computing Based on Emerging Memory Technologies
- (2016) Bipin Rajendran et al. IEEE Journal on Emerging and Selected Topics in Circuits and Systems
- Recent Progress in Phase-Change_newline Memory Technology
- (2016) Geoffrey W. Burr et al. IEEE Journal on Emerging and Selected Topics in Circuits and Systems
- State of the art of metal oxide memristor devices
- (2016) Baker Mohammad et al. Nanotechnology Reviews
- Comprehensive Writing Margin Analysis and its Application to Stacked one Diode-One Memory Device for High-Density Crossbar Resistance Switching Random Access Memory
- (2016) Kyung Jean Yoon et al. Advanced Electronic Materials
- Energy-Efficient Hybrid Perovskite Memristors and Synaptic Devices
- (2016) Zhengguo Xiao et al. Advanced Electronic Materials
- Emulating short-term synaptic dynamics with memristive devices
- (2016) Radu Berdan et al. Scientific Reports
- A magnetic synapse: multilevel spin-torque memristor with perpendicular anisotropy
- (2016) Steven Lequeux et al. Scientific Reports
- Excitatory Post-Synaptic Potential Mimicked in Indium-Zinc-Oxide Synaptic Transistors Gated by Methyl Cellulose Solid Electrolyte
- (2016) Liqiang Guo et al. Scientific Reports
- Large-Scale Spiking Neural Networks using Neuromorphic Hardware Compatible Models
- (2015) Jeffrey L. Krichmar et al. ACM Journal on Emerging Technologies in Computing Systems
- Filamentary Switching: Synaptic Plasticity through Device Volatility
- (2015) Selina La Barbera et al. ACS Nano
- Temporal information encoding in dynamic memristive devices
- (2015) Wen Ma et al. APPLIED PHYSICS LETTERS
- Spin-Transfer Torque Magnetic Memory as a Stochastic Memristive Synapse for Neuromorphic Systems
- (2015) Adrien F. Vincent et al. IEEE Transactions on Biomedical Circuits and Systems
- STT-SNN: A Spin-Transfer-Torque Based Soft-Limiting Non-Linear Neuron for Low-Power Artificial Neural Networks
- (2015) Deliang Fan et al. IEEE TRANSACTIONS ON NANOTECHNOLOGY
- Overview of emerging memristor families from resistive memristor to spintronic memristor
- (2015) Lei Wang et al. JOURNAL OF MATERIALS SCIENCE-MATERIALS IN ELECTRONICS
- Fully parallel write/read in resistive synaptic array for accelerating on-chip learning
- (2015) Ligang Gao et al. NANOTECHNOLOGY
- Training and operation of an integrated neuromorphic network based on metal-oxide memristors
- (2015) M. Prezioso et al. NATURE
- Human-level control through deep reinforcement learning
- (2015) Volodymyr Mnih et al. NATURE
- Deep learning
- (2015) Yann LeCun et al. NATURE
- Nanoscale cation motion in TaOx, HfOx and TiOx memristive systems
- (2015) Anja Wedig et al. Nature Nanotechnology
- Deep learning in neural networks: An overview
- (2015) Jürgen Schmidhuber NEURAL NETWORKS
- Everything You Wish to Know About Memristors But Are Afraid to Ask
- (2015) L. Chua Radioengineering
- A learnable parallel processing architecture towards unity of memory and computing
- (2015) H. Li et al. Scientific Reports
- On the Non-STDP Behavior and Its Remedy in a Floating-Gate Synapse
- (2015) Roshan Gopalakrishnan et al. IEEE Transactions on Neural Networks and Learning Systems
- Memristor-Based Multilayer Neural Networks With Online Gradient Descent Training
- (2015) Daniel Soudry et al. IEEE Transactions on Neural Networks and Learning Systems
- A memristive spiking neuron with firing rate coding
- (2015) Marina Ignatov et al. Frontiers in Neuroscience
- Modeling and Experimental Demonstration of a Hopfield Network Analog-to-Digital Converter with Hybrid CMOS/Memristor Circuits
- (2015) Xinjie Guo et al. Frontiers in Neuroscience
- Plasticity in memristive devices for spiking neural networks
- (2015) Sylvain Saïghi et al. Frontiers in Neuroscience
- Refinement types for Haskell
- (2014) Niki Vazou et al. ACM SIGPLAN NOTICES
- Spiking Deep Convolutional Neural Networks for Energy-Efficient Object Recognition
- (2014) Yongqiang Cao et al. INTERNATIONAL JOURNAL OF COMPUTER VISION
- Recent progress in resistive random access memories: Materials, switching mechanisms, and performance
- (2014) F. Pan et al. MATERIALS SCIENCE & ENGINEERING R-REPORTS
- Phase change materials and phase change memory
- (2014) Simone Raoux et al. MRS BULLETIN
- Neurogrid: A Mixed-Analog-Digital Multichip System for Large-Scale Neural Simulations
- (2014) Ben Varkey Benjamin et al. PROCEEDINGS OF THE IEEE
- The SpiNNaker Project
- (2014) Steve B. Furber et al. PROCEEDINGS OF THE IEEE
- A million spiking-neuron integrated circuit with a scalable communication network and interface
- (2014) P. A. Merolla et al. SCIENCE
- Artificial synapse network on inorganic proton conductor for neuromorphic systems
- (2014) Li Qiang Zhu et al. Nature Communications
- New Memristor-Based Crossbar Array Architecture with 50-% Area Reduction and 48-% Power Saving for Matrix-Vector Multiplication of Analog Neuromorphic Computing
- (2014) Son Ngoc Truong et al. Journal of Semiconductor Technology and Science
- Building Neuromorphic Circuits with Memristive Devices
- (2013) Ting Chang et al. IEEE Circuits and Systems Magazine
- Three Fingerprints of Memristor
- (2013) Shyam Prasad Adhikari et al. IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-REGULAR PAPERS
- Mimic synaptic behavior with a single floating gate transistor: A MemFlash synapse
- (2013) Martin Ziegler et al. JOURNAL OF APPLIED PHYSICS
- Spin-neurons: A possible path to energy-efficient neuromorphic computers
- (2013) Mrigank Sharad et al. JOURNAL OF APPLIED PHYSICS
- The developmental stages of synaptic plasticity
- (2013) Christian Lohmann et al. JOURNAL OF PHYSIOLOGY-LONDON
- Stochastic memristive devices for computing and neuromorphic applications
- (2013) Siddharth Gaba et al. Nanoscale
- Memristor, Hodgkin–Huxley, and Edge of Chaos
- (2013) Leon Chua NANOTECHNOLOGY
- Synaptic electronics: materials, devices and applications
- (2013) Duygu Kuzum et al. NANOTECHNOLOGY
- Integration of nanoscale memristor synapses in neuromorphic computing architectures
- (2013) Giacomo Indiveri et al. NANOTECHNOLOGY
- Spin-torque building blocks
- (2013) N. Locatelli et al. NATURE MATERIALS
- Beyond von-Neumann Computing with Nanoscale Phase-Change Memory Devices
- (2012) C. David Wright et al. ADVANCED FUNCTIONAL MATERIALS
- The Memristive Magnetic Tunnel Junction as a Nanoscopic Synapse-Neuron System
- (2012) Patryk Krzysteczko et al. ADVANCED MATERIALS
- Dark Silicon and the End of Multicore Scaling
- (2012) H. Esmaeilzadeh et al. IEEE MICRO
- A scalable neuristor built with Mott memristors
- (2012) Matthew D. Pickett et al. NATURE MATERIALS
- Memristive devices for computing
- (2012) J. Joshua Yang et al. Nature Nanotechnology
- Short-Term Memory to Long-Term Memory Transition in a Nanoscale Memristor
- (2011) Ting Chang et al. ACS Nano
- Two- and Three-Terminal Resistive Switches: Nanometer-Scale Memristors and Memistors
- (2011) Qiangfei Xia et al. ADVANCED FUNCTIONAL MATERIALS
- Memory effects in complex materials and nanoscale systems
- (2011) Yuriy V. Pershin et al. ADVANCES IN PHYSICS
- Resistance switching memories are memristors
- (2011) Leon Chua APPLIED PHYSICS A-MATERIALS SCIENCE & PROCESSING
- Floating Gate Synapses With Spike-Time-Dependent Plasticity
- (2011) Shubha Ramakrishnan et al. IEEE Transactions on Biomedical Circuits and Systems
- Adaptive oxide electronics: A review
- (2011) Sieu D. Ha et al. JOURNAL OF APPLIED PHYSICS
- Nanoelectronic Programmable Synapses Based on Phase Change Materials for Brain-Inspired Computing
- (2011) Duygu Kuzum et al. NANO LETTERS
- Sub-nanosecond switching of a tantalum oxide memristor
- (2011) Antonio C Torrezan et al. NANOTECHNOLOGY
- Short-term plasticity and long-term potentiation mimicked in single inorganic synapses
- (2011) Takeo Ohno et al. NATURE MATERIALS
- CrossNets: Neuromorphic Hybrid CMOS/Nanoelectronic Networks
- (2011) Konstantin K. Likharev Science of Advanced Materials
- Silicon-Neuron Design: A Dynamical Systems Approach
- (2010) John V. Arthur et al. IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-REGULAR PAPERS
- Nanoscale Memristor Device as Synapse in Neuromorphic Systems
- (2010) Sung Hyun Jo et al. NANO LETTERS
- Read/write schemes analysis for novel complementary resistive switches in passive crossbar memory arrays
- (2010) Shimeng Yu et al. NANOTECHNOLOGY
- Nanotube devices based crossbar architecture: toward neuromorphic computing
- (2010) W S Zhao et al. NANOTECHNOLOGY
- Experimental demonstration of associative memory with memristive neural networks
- (2010) Yuriy V. Pershin et al. NEURAL NETWORKS
- Redox-Based Resistive Switching Memories - Nanoionic Mechanisms, Prospects, and Challenges
- (2009) Rainer Waser et al. ADVANCED MATERIALS
- Phase-transition driven memristive system
- (2009) T. Driscoll et al. APPLIED PHYSICS LETTERS
- SPIKING NEURAL NETWORKS
- (2009) SAMANWOY GHOSH-DASTIDAR et al. International Journal of Neural Systems
- Writing to and reading from a nano-scale crossbar memory based on memristors
- (2009) Pascal O Vontobel et al. NANOTECHNOLOGY
- How We Found The Missing Memristor
- (2008) R. Williams IEEE SPECTRUM
- The missing memristor found
- (2008) Dmitri B. Strukov et al. NATURE
- Memristive switching mechanism for metal/oxide/metal nanodevices
- (2008) J. Joshua Yang et al. Nature Nanotechnology
- Spin memristive systems: Spin memory effects in semiconductor spintronics
- (2008) Yu. V. Pershin et al. PHYSICAL REVIEW B
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