标题
Neuromorphic Computing with Memristor Crossbar
作者
关键词
-
出版物
PHYSICA STATUS SOLIDI A-APPLICATIONS AND MATERIALS SCIENCE
Volume 215, Issue 13, Pages 1700875
出版商
Wiley
发表日期
2018-05-22
DOI
10.1002/pssa.201700875
参考文献
相关参考文献
注意:仅列出部分参考文献,下载原文获取全部文献信息。- 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
Discover Peeref hubs
Discuss science. Find collaborators. Network.
Join a conversationPublish scientific posters with Peeref
Peeref publishes scientific posters from all research disciplines. Our Diamond Open Access policy means free access to content and no publication fees for authors.
Learn More