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Title
Memory devices and applications for in-memory computing
Authors
Keywords
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Journal
Nature Nanotechnology
Volume -, Issue -, Pages -
Publisher
Springer Science and Business Media LLC
Online
2020-03-31
DOI
10.1038/s41565-020-0655-z
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Note: Only part of the references are listed.- Fully hardware-implemented memristor convolutional neural network
- (2020) Peng Yao et al. NATURE
- Resistive switching materials for information processing
- (2020) Zhongrui Wang et al. Nature Reviews Materials
- In-memory computing on a photonic platform
- (2019) Carlos Ríos et al. Science Advances
- Going Deeper in Spiking Neural Networks: VGG and Residual Architectures
- (2019) Abhronil Sengupta et al. Frontiers in Neuroscience
- Solving matrix equations in one step with cross-point resistive arrays
- (2019) Zhong Sun et al. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA
- Time-Efficient Stateful Dual-Bit-Memristor Logic
- (2019) Nuo Xu et al. Physica Status Solidi-Rapid Research Letters
- Parallel programming of an ionic floating-gate memory array for scalable neuromorphic computing
- (2019) Elliot J. Fuller et al. SCIENCE
- A 64-Tile 2.4-Mb In-Memory-Computing CNN Accelerator Employing Charge-Domain Compute
- (2019) Hossein Valavi et al. IEEE JOURNAL OF SOLID-STATE CIRCUITS
- Processing data where it makes sense: Enabling in-memory computation
- (2019) Onur Mutlu et al. MICROPROCESSORS AND MICROSYSTEMS
- Stochastic Memory Devices for Security and Computing
- (2019) Roberto Carboni et al. Advanced Electronic Materials
- Functional Demonstration of a Memristive Arithmetic Logic Unit (MemALU) for In‐Memory Computing
- (2019) Long Cheng et al. ADVANCED FUNCTIONAL MATERIALS
- Memristor-Based Analog Computation and Neural Network Classification with a Dot Product Engine
- (2018) Miao Hu et al. ADVANCED MATERIALS
- A Memristor-Based Optimization Framework for Artificial Intelligence Applications
- (2018) Sijia Liu et al. IEEE Circuits and Systems Magazine
- Random Number Generation by Differential Read of Stochastic Switching in Spin-Transfer Torque Memory
- (2018) Roberto Carboni et al. IEEE ELECTRON DEVICE LETTERS
- IMAGING-In-Memory AlGorithms for Image processiNG
- (2018) Ameer Haj-Ali et al. IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-REGULAR PAPERS
- Equivalent-accuracy accelerated neural-network training using analogue memory
- (2018) Stefano Ambrogio et al. NATURE
- SiGe epitaxial memory for neuromorphic computing with reproducible high performance based on engineered dislocations
- (2018) Shinhyun Choi et al. NATURE MATERIALS
- Monatomic phase change memory
- (2018) Martin Salinga et al. NATURE MATERIALS
- STDP-based spiking deep convolutional neural networks for object recognition
- (2018) Saeed Reza Kheradpisheh et al. NEURAL NETWORKS
- Neuro-Inspired Computing With Emerging Nonvolatile Memorys
- (2018) Shimeng Yu PROCEEDINGS OF THE IEEE
- Neuromorphic computing with multi-memristive synapses
- (2018) Irem Boybat et al. Nature Communications
- Neural-like computing with populations of superparamagnetic basis functions
- (2018) Alice Mizrahi et al. Nature Communications
- Efficient and self-adaptive in-situ learning in multilayer memristor neural networks
- (2018) Can Li et al. Nature Communications
- A Variation-Tolerant In-Memory Machine Learning Classifier via On-Chip Training
- (2018) Sujan K. Gonugondla et al. IEEE JOURNAL OF SOLID-STATE CIRCUITS
- Compressed Sensing With Approximate Message Passing Using In-Memory Computing
- (2018) Manuel Le Gallo et al. IEEE TRANSACTIONS ON ELECTRON DEVICES
- Tutorial: Brain-inspired computing using phase-change memory devices
- (2018) Abu Sebastian et al. JOURNAL OF APPLIED PHYSICS
- Hyperdimensional Computing Exploiting Carbon Nanotube FETs, Resistive RAM, and Their Monolithic 3D Integration
- (2018) Tony F. Wu et al. IEEE JOURNAL OF SOLID-STATE CIRCUITS
- Memristor crossbar arrays with 6-nm half-pitch and 2-nm critical dimension
- (2018) Shuang Pi et al. Nature Nanotechnology
- Single-Cell Stateful Logic Using a Dual-Bit Memristor
- (2018) Kyung Min Kim et al. Physica Status Solidi-Rapid Research Letters
- Deep Learning With Spiking Neurons: Opportunities and Challenges
- (2018) Michael Pfeiffer et al. Frontiers in Neuroscience
- CONV-SRAM: An Energy-Efficient SRAM With In-Memory Dot-Product Computation for Low-Power Convolutional Neural Networks
- (2018) Avishek Biswas et al. IEEE JOURNAL OF SOLID-STATE CIRCUITS
- An Always-On 3.8 $\mu$ J/86% CIFAR-10 Mixed-Signal Binary CNN Processor With All Memory on Chip in 28-nm CMOS
- (2018) Daniel Bankman et al. IEEE JOURNAL OF SOLID-STATE CIRCUITS
- Three-Dimensional nand Flash for Vector–Matrix Multiplication
- (2018) Panni Wang et al. IEEE TRANSACTIONS ON VERY LARGE SCALE INTEGRATION (VLSI) SYSTEMS
- High-Dimensional Computing as a Nanoscalable Paradigm
- (2017) Abbas Rahimi et al. IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-REGULAR PAPERS
- Role of Al doping in the filament disruption in HfO2 resistance switches
- (2017) Stefano Brivio et al. NANOTECHNOLOGY
- Neuromorphic computing with nanoscale spintronic oscillators
- (2017) Jacob Torrejon et al. NATURE
- Three-dimensional integration of nanotechnologies for computing and data storage on a single chip
- (2017) Max M. Shulaker 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
- Phase-change materials for non-volatile photonic applications
- (2017) M. Wuttig et al. Nature Photonics
- Efficient Processing of Deep Neural Networks: A Tutorial and Survey
- (2017) Vivienne Sze et al. PROCEEDINGS OF THE IEEE
- Temporal correlation detection using computational phase-change memory
- (2017) Abu Sebastian et al. Nature Communications
- A novel true random number generator based on a stochastic diffusive memristor
- (2017) Hao Jiang 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
- A Survey of Memristive Threshold Logic Circuits
- (2017) Akshay Kumar Maan et al. IEEE Transactions on Neural Networks and Learning Systems
- High-Performance Mixed-Signal Neurocomputing With Nanoscale Floating-Gate Memory Cell Arrays
- (2017) Farnood Merrikh-Bayat et al. IEEE Transactions on Neural Networks and Learning Systems
- Training Deep Convolutional Neural Networks with Resistive Cross-Point Devices
- (2017) Tayfun Gokmen et al. Frontiers in Neuroscience
- Vertex coloring of graphs via phase dynamics of coupled oscillatory networks
- (2017) Abhinav Parihar et al. Scientific Reports
- Stochastic Spin-Orbit Torque Devices as Elements for Bayesian Inference
- (2017) Yong Shim et al. Scientific Reports
- Emerging Memristor-Based Logic Circuit Design Approaches: A Review
- (2016) Ioannis Vourkas et al. IEEE Circuits and Systems Magazine
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- (2016) Tomas Tuma et al. IEEE ELECTRON DEVICE LETTERS
- A 28 nm Configurable Memory (TCAM/BCAM/SRAM) Using Push-Rule 6T Bit Cell Enabling Logic-in-Memory
- (2016) IEEE JOURNAL OF SOLID-STATE CIRCUITS
- Physical Unclonable Function Exploiting Sneak Paths in Resistive Cross-point Array
- (2016) Ligang Gao et al. IEEE TRANSACTIONS ON ELECTRON DEVICES
- Physical Unbiased Generation of Random Numbers With Coupled Resistive Switching Devices
- (2016) Simone Balatti et al. IEEE TRANSACTIONS ON ELECTRON DEVICES
- Logic Design Within Memristive Memories Using Memristor-Aided loGIC (MAGIC)
- (2016) Nishil Talati et al. IEEE TRANSACTIONS ON NANOTECHNOLOGY
- Evidence for thermally assisted threshold switching behavior in nanoscale phase-change memory cells
- (2016) Manuel Le Gallo et al. JOURNAL OF APPLIED PHYSICS
- 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
- 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
- Unsupervised learning in probabilistic neural networks with multi-state metal-oxide memristive synapses
- (2016) Alexander Serb et al. Nature Communications
- Feature Extraction Using Memristor Networks
- (2016) Patrick M. Sheridan et al. IEEE Transactions on Neural Networks and Learning Systems
- Analog Memristive Synapse in Spiking Networks Implementing Unsupervised Learning
- (2016) Erika Covi 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
- 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
- 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
- Memristors for Energy-Efficient New Computing Paradigms
- (2016) Doo Seok Jeong et al. Advanced Electronic Materials
- Experimental Demonstration and Tolerancing of a Large-Scale Neural Network (165 000 Synapses) Using Phase-Change Memory as the Synaptic Weight Element
- (2015) Geoffrey W. Burr et al. IEEE TRANSACTIONS ON ELECTRON DEVICES
- On-Chip Sparse Learning Acceleration With CMOS and Resistive Synaptic Devices
- (2015) Jae-sun Seo et al. IEEE TRANSACTIONS ON NANOTECHNOLOGY
- Training and operation of an integrated neuromorphic network based on metal-oxide memristors
- (2015) M. Prezioso et al. NATURE
- Deep learning
- (2015) Yann LeCun et al. NATURE
- Memory leads the way to better computing
- (2015) H.-S. Philip Wong et al. Nature Nanotechnology
- A new spin on magnetic memories
- (2015) Andrew D. Kent et al. Nature Nanotechnology
- Integrated all-photonic non-volatile multi-level memory
- (2015) Carlos Ríos et al. Nature Photonics
- Emerging Trends in Design and Applications of Memory-Based Computing and Content-Addressable Memories
- (2015) Robert Karam et al. PROCEEDINGS OF THE IEEE
- Memory and Information Processing in Neuromorphic Systems
- (2015) Giacomo Indiveri et al. PROCEEDINGS OF THE IEEE
- An event-based architecture for solving constraint satisfaction problems
- (2015) Hesham Mostafa et al. Nature Communications
- Projected phase-change memory devices
- (2015) Wabe W. Koelmans et al. Nature Communications
- Associative memory realized by a reconfigurable memristive Hopfield neural network
- (2015) S.G. Hu et al. Nature Communications
- Data Clustering using Memristor Networks
- (2015) Shinhyun Choi et al. Scientific Reports
- A reconfigurable on-line learning spiking neuromorphic processor comprising 256 neurons and 128K synapses
- (2015) Ning Qiao et al. Frontiers in Neuroscience
- MAGIC—Memristor-Aided Logic
- (2014) Shahar Kvatinsky et al. IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS II-EXPRESS BRIEFS
- Neurogrid: A Mixed-Analog-Digital Multichip System for Large-Scale Neural Simulations
- (2014) Ben Varkey Benjamin et al. PROCEEDINGS OF THE IEEE
- Brain-like associative learning using a nanoscale non-volatile phase change synaptic device array
- (2014) Sukru B. Eryilmaz et al. Frontiers in Neuroscience
- Basic principles of STT-MRAM cell operation in memory arrays
- (2013) A V Khvalkovskiy et al. JOURNAL OF PHYSICS D-APPLIED PHYSICS
- An associative capacitive network based on nanoscale complementary resistive switches for memory-intensive computing
- (2013) Omid Kavehei et al. Nanoscale
- Stochastic memristive devices for computing and neuromorphic applications
- (2013) Siddharth Gaba et al. Nanoscale
- The parallel approach
- (2013) Massimiliano Di Ventra et al. Nature Physics
- Implication logic gates using spin-transfer-torque-operated magnetic tunnel junctions for intrinsic logic-in-memory
- (2013) Hiwa Mahmoudi et al. SOLID-STATE ELECTRONICS
- Pattern classification by memristive crossbar circuits using ex situ and in situ training
- (2013) Fabien Alibart et al. Nature Communications
- Beyond von-Neumann Computing with Nanoscale Phase-Change Memory Devices
- (2012) C. David Wright et al. ADVANCED FUNCTIONAL MATERIALS
- Visual Pattern Extraction Using Energy-Efficient “2-PCM Synapse” Neuromorphic Architecture
- (2012) Olivier Bichler et al. IEEE TRANSACTIONS ON ELECTRON DEVICES
- Beyond von Neumann—logic operations in passive crossbar arrays alongside memory operations
- (2012) E Linn et al. NANOTECHNOLOGY
- A ferroelectric memristor
- (2012) André Chanthbouala et al. NATURE MATERIALS
- Resistance switching memories are memristors
- (2011) Leon Chua APPLIED PHYSICS A-MATERIALS SCIENCE & PROCESSING
- GPUs and the Future of Parallel Computing
- (2011) Stephen W. Keckler et al. IEEE MICRO
- Nanoelectronic Programmable Synapses Based on Phase Change Materials for Brain-Inspired Computing
- (2011) Duygu Kuzum et al. NANO LETTERS
- Low-Power Switching of Phase-Change Materials with Carbon Nanotube Electrodes
- (2011) F. Xiong et al. SCIENCE
- ‘Memristive’ switches enable ‘stateful’ logic operations via material implication
- (2010) Julien Borghetti et al. NATURE
- Phase Change Memory
- (2010) H.-S. Philip Wong et al. PROCEEDINGS OF THE IEEE
- Power-Up SRAM State as an Identifying Fingerprint and Source of True Random Numbers
- (2008) D.E. Holcomb et al. IEEE TRANSACTIONS ON COMPUTERS
- Programmable Resistance Switching in Nanoscale Two-Terminal Devices
- (2008) Sung Hyun Jo et al. NANO LETTERS
- The missing memristor found
- (2008) Dmitri B. Strukov et al. NATURE
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