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141 peer-reviewed articles • 23,357 peer-reviewed citations • Sorted by year • Download PDF (PDF by citations)
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1An 8-bit 20.7 TOPS/W Multilevel Cell ReRAM Macro With ADC-Assisted Bit-Serial Processing
IEEE Journal of Solid-State Circuits, 2025, 60, 2995-3008
3.69Citations (PDF)
2A Non-Linear Partial Differential Equation Solver Based on Analog Memristor Crossbar Arrays
IEEE Journal of the Electron Devices Society, 2025, 13, 477-484
1.81Citations (PDF)
3Side-Channel Attack Analysis on In-Memory Computing Architectures
IEEE Transactions on Emerging Topics in Computing, 2024, 12, 109-121
3.543Citations (PDF)
4TT-CIM: Tensor Train Decomposition for Neural Network in RRAM-Based Compute-in-Memory Systems
IEEE Transactions on Circuits and Systems I: Regular Papers, 2024, 71, 1172-1183
3.811Citations (PDF)
5Compute-In-Memory Technologies for Deep Learning Acceleration
IEEE Nanotechnology Magazine, 2024, 18, 44-52
1.118Citations (PDF)
6Dramaton: A Near-DRAM Accelerator for Large Number Theoretic Transforms
IEEE Computer Architecture Letters, 2024, 23, 108-111
0.75Citations (PDF)
7Efficient data processing using tunable entropy-stabilized oxide memristors
Nature Electronics, 2024, 7, 466-474
33.325Citations (PDF)
8RN‐Net: Reservoir Nodes‐Enabled Neuromorphic Vision Sensing Network
Advanced Intelligent Systems, 2024, 6,
5.612Citations (PDF)
9PIM GPT a hybrid process in memory accelerator for autoregressive transformers
2024, 1,
22Citations (PDF)
10Interspecies-chimera machine vision with polarimetry for real-time navigation and anti-glare pattern recognition
Nature Communications, 2024, 15,
13.739Citations (PDF)
11Perspective: Entropy-stabilized oxide memristors
Applied Physics Letters, 2024, 125,
3.04Citations (PDF)
12Research Challenges for Energy-Efficient Computing in Automated Vehicles
Computer, 2023, 56, 47-58
0.73Citations (PDF)
13Training Spiking Neural Networks Using Lessons From Deep Learning
Proceedings of the IEEE, 2023, 111, 1016-1054
9.6651Citations (PDF)
14PowerGAN: A Machine Learning Approach for Power Side‐Channel Attack on Compute‐in‐Memory Accelerators
Advanced Intelligent Systems, 2023, 5,
5.619Citations (PDF)
15Bulk‐Switching Memristor‐Based Compute‐In‐Memory Module for Deep Neural Network Training
Advanced Materials, 2023, 35,
24.541Citations (PDF)
16TAICHI: A Tiled Architecture for In-Memory Computing and Heterogeneous Integration
IEEE Transactions on Circuits and Systems II: Express Briefs, 2022, 69, 559-563
2.310Citations (PDF)
17Investigating Selectorless Property within Niobium Devices for Storage Applications
ACS Applied Materials & Interfaces, 2022, 14, 2343-2350
8.017Citations (PDF)
18Memristor-Based Binarized Spiking Neural Networks: Challenges and applications
IEEE Nanotechnology Magazine, 2022, 16, 14-23
1.183Citations (PDF)
19Device Variation Effects on Neural Network Inference Accuracy in Analog In‐Memory Computing Systems
Advanced Intelligent Systems, 2022, 4,
5.626Citations (PDF)
20Tuning Resistive Switching Behavior by Controlling Internal Ionic Dynamics for Biorealistic Implementation of Synaptic Plasticity
Advanced Electronic Materials, 2022, 8,
4.915Citations (PDF)
21Physical Unclonable Function Systems Based on Pattern Transfer of Fingerprint-Like Patterns
IEEE Electron Device Letters, 2022, 43, 655-658
3.45Citations (PDF)
22Dynamical memristors for higher-complexity neuromorphic computing
Nature Reviews Materials, 2022, 7, 575-591
77.9524Citations (PDF)
23Dynamic resistive switching devices for neuromorphic computing
Semiconductor Science and Technology, 2022, 37, 024003
2.216Citations (PDF)
24Memristive technologies for data storage, computation, encryption, and radio-frequency communication
Science, 2022, 376,
36.3658Citations (PDF)
25RM-NTT: An RRAM-Based Compute-in-Memory Number Theoretic Transform Accelerator
IEEE Journal on Exploratory Solid-State Computational Devices and Circuits, 2022, 8, 93-101
1.523Citations (PDF)
26Columnar Learning Networks for Multisensory Spatiotemporal Learning
Advanced Intelligent Systems, 2022, 4,
5.64Citations (PDF)
27Gradient-Based Neuromorphic Learning on Dynamical RRAM Arrays
IEEE Journal on Emerging and Selected Topics in Circuits and Systems, 2022, 12, 888-897
2.530Citations (PDF)
28Exploring Compute-in-Memory Architecture Granularity for Structured Pruning of Neural Networks
IEEE Journal on Emerging and Selected Topics in Circuits and Systems, 2022, 12, 858-866
2.518Citations (PDF)
29Memristors Based on (Zr, Hf, Nb, Ta, Mo, W) High‐Entropy Oxides
Advanced Electronic Materials, 2021, 7,
4.952Citations (PDF)
30Neural connectivity inference with spike-timing dependent plasticity network
Science China Information Sciences, 2021, 64,
4.18Citations (PDF)
31Neural Functional Connectivity Reconstruction with Second‐Order Memristor Network
Advanced Intelligent Systems, 2021, 3,
5.613Citations (PDF)
32Memristive Stochastic Computing for Deep Learning Parameter Optimization
IEEE Transactions on Circuits and Systems II: Express Briefs, 2021, 68, 1650-1654
2.329Citations (PDF)
33Hierarchical architectures in reservoir computing systems
Neuromorphic Computing and Engineering, 2021, 1, 014006
4.841Citations (PDF)
34How to Build a Memristive Integrate-and-Fire Model for Spiking Neuronal Signal Generation
IEEE Transactions on Circuits and Systems I: Regular Papers, 2021, 68, 4837-4850
3.854Citations (PDF)
35Stabilization of Mode-Dependent Impulsive Hybrid Systems Driven by DFA With Mixed-Mode Effects
IEEE Transactions on Neural Networks and Learning Systems, 2020, 31, 1616-1625
10.117Citations (PDF)
36Near infrared neuromorphic computing via upconversion-mediated optogenetics
Nano Energy, 2020, 67, 104262
16.274Citations (PDF)
37Adaptive Synaptic Memory via Lithium Ion Modulation in RRAM Devices
Small, 2020, 16,
11.569Citations (PDF)
38Filament‐Free Bulk Resistive Memory Enables Deterministic Analogue Switching
Advanced Materials, 2020, 32,
24.5124Citations (PDF)
39A high-speed MIM resistive memory cell with an inherent vanadium selector
Applied Materials Today, 2020, 21, 100848
3.816Citations (PDF)
40Memristor networks for real-time neural activity analysis
Nature Communications, 2020, 11,
13.7199Citations (PDF)
41A Fully Integrated Reprogrammable CMOS-RRAM Compute-in-Memory Coprocessor for Neuromorphic Applications
IEEE Journal on Exploratory Solid-State Computational Devices and Circuits, 2020, 6, 36-44
1.535Citations (PDF)
42A Crossbar-Based In-Memory Computing Architecture
IEEE Transactions on Circuits and Systems I: Regular Papers, 2020, 67, 4224-4232
3.827Citations (PDF)
43Power-efficient combinatorial optimization using intrinsic noise in memristor Hopfield neural networks
Nature Electronics, 2020, 3, 409-418
33.3371Citations (PDF)
44Quantitative, Dynamic TaOx Memristor/Resistive Random Access Memory Model
ACS Applied Electronic Materials, 2020, 2, 701-709
4.664Citations (PDF)
45Nanoscale resistive switching devices for memory and computing applications
Nano Research, 2020, 13, 1228-1243
8.6113Citations (PDF)
46In Situ Nano-thermomechanical Experiment Reveals Brittle to Ductile Transition in Silicon Nanowires
Nano Letters, 2019, 19, 5327-5334
8.744Citations (PDF)
47A fully integrated reprogrammable memristor–CMOS system for efficient multiply–accumulate operations
Nature Electronics, 2019, 2, 290-299
33.3676Citations (PDF)
48Temporal data classification and forecasting using a memristor-based reservoir computing system
Nature Electronics, 2019, 2, 480-487
33.3610Citations (PDF)
49Nanoionic Resistive‐Switching Devices
Advanced Electronic Materials, 2019, 5,
4.956Citations (PDF)
50Charge Transition of Oxygen Vacancies during Resistive Switching in Oxide-Based RRAM
ACS Applied Materials & Interfaces, 2019, 11, 11579-11586
8.0132Citations (PDF)
51Parasitic Effect Analysis in Memristor-Array-Based Neuromorphic Systems
IEEE Nanotechnology Magazine, 2018, 17, 184-193
2.1107Citations (PDF)
52Optogenetics-Inspired Tunable Synaptic Functions in Memristors
ACS Nano, 2018, 12, 1242-1249
15.3268Citations (PDF)
53Field-Programmable Crossbar Array (FPCA) for Reconfigurable Computing
IEEE Transactions on Multi-Scale Computing Systems, 2018, 4, 698-710
1.231Citations (PDF)
54On‐Demand Reconfiguration of Nanomaterials: When Electronics Meets Ionics
Advanced Materials, 2018, 30,
24.5187Citations (PDF)
55MoS2Memristors Exhibiting Variable Switching Characteristics toward Biorealistic Synaptic Emulation
ACS Nano, 2018, 12, 9240-9252
15.3267Citations (PDF)
56Self-Limited and Forming-Free CBRAM Device With Double Al2O3 ALD Layers
IEEE Electron Device Letters, 2018, 39, 1512-1515
3.427Citations (PDF)
57Neuromorphic computing with memristive devices
Science China Information Sciences, 2018, 61,
4.145Citations (PDF)
58A general memristor-based partial differential equation solver
Nature Electronics, 2018, 1, 411-420
33.3246Citations (PDF)
59K-means Data Clustering with Memristor Networks
Nano Letters, 2018, 18, 4447-4453
8.799Citations (PDF)
60Ionic modulation and ionic coupling effects in MoS2 devices for neuromorphic computing
Nature Materials, 2018, 18, 141-148
33.4628Citations (PDF)
61Ge nanowire photodetector with high photoconductive gain epitaxially integrated on Si substrate
Applied Physics Letters, 2017, 110,
3.048Citations (PDF)
62Multifunctional Nanoionic Devices Enabling Simultaneous Heterosynaptic Plasticity and Efficient In‐Memory Boolean Logic
Advanced Electronic Materials, 2017, 3,
4.964Citations (PDF)
63Experimental Demonstration of Feature Extraction and Dimensionality Reduction Using Memristor Networks
Nano Letters, 2017, 17, 3113-3118
8.7179Citations (PDF)
64Emulation of synaptic metaplasticity in memristors
Nanoscale, 2017, 9, 45-51
5.088Citations (PDF)
65Temporal Learning Using Second-Order Memristors
IEEE Nanotechnology Magazine, 2017, 16, 721-723
2.133Citations (PDF)
66Sparse coding with memristor networks
Nature Nanotechnology, 2017, 12, 784-789
32.2594Citations (PDF)
67Electronic and optical properties of oxygen vacancies in amorphous Ta2O5from first principles
Nanoscale, 2017, 9, 1120-1127
5.056Citations (PDF)
68Memristive computing devices and applications
Journal of Electroceramics, 2017, 39, 4-20
2.055Citations (PDF)
69Iodine Vacancy Redistribution in Organic–Inorganic Halide Perovskite Films and Resistive Switching Effects
Advanced Materials, 2017, 29,
24.5336Citations (PDF)
70Reservoir computing using dynamic memristors for temporal information processing
Nature Communications, 2017, 8,
13.7959Citations (PDF)
71Single-Readout High-Density Memristor Crossbar
Scientific Reports, 2016, 6,
3.445Citations (PDF)
72Progress in the Characterizations and Understanding of Conducting Filaments in Resistive Switching Devices
IEEE Nanotechnology Magazine, 2016, 15, 465-472
2.136Citations (PDF)
73Nanoscale electrochemistry using dielectric thin films as solid electrolytes
Nanoscale, 2016, 8, 13828-13837
5.0140Citations (PDF)
74In Situ Nanoscale Electric Field Control of Magnetism by Nanoionics
Advanced Materials, 2016, 28, 7658-7665
24.562Citations (PDF)
75Vertical Ge/Si Core/Shell Nanowire Junctionless Transistor
Nano Letters, 2016, 16, 420-426
8.750Citations (PDF)
76Very Low-Programming-Current RRAM With Self-Rectifying Characteristics
IEEE Electron Device Letters, 2016, 37, 404-407
3.4121Citations (PDF)
77Tuning Ionic Transport in Memristive Devices by Graphene with Engineered Nanopores
ACS Nano, 2016, 10, 3571-3579
15.3174Citations (PDF)
78Feature Extraction Using Memristor Networks
IEEE Transactions on Neural Networks and Learning Systems, 2016, 27, 2327-2336
10.170Citations (PDF)
79Data Clustering using Memristor Networks
Scientific Reports, 2015, 5,
3.4114Citations (PDF)
80Utilizing multiple state variables to improve the dynamic range of analog switching in a memristor
Applied Physics Letters, 2015, 107,
3.097Citations (PDF)
81Temporal information encoding in dynamic memristive devices
Applied Physics Letters, 2015, 107,
3.014Citations (PDF)
82Biorealistic Implementation of Synaptic Functions with Oxide Memristors through Internal Ionic Dynamics
Advanced Functional Materials, 2015, 25, 4290-4299
17.0426Citations (PDF)
83Memristive Physically Evolving Networks Enabling the Emulation of Heterosynaptic Plasticity
Advanced Materials, 2015, 27, 7720-7727
24.5154Citations (PDF)
84An Optoelectronic Resistive Switching Memory with Integrated Demodulating and Arithmetic Functions
Advanced Materials, 2015, 27, 2797-2803
24.5224Citations (PDF)
85FPAA/Memristor Hybrid Computing Infrastructure
IEEE Transactions on Circuits and Systems I: Regular Papers, 2015, 62, 906-915
3.818Citations (PDF)
86Conduction mechanism of a TaOx-based selector and its application in crossbar memory arrays
Nanoscale, 2015, 7, 4964-4970
5.051Citations (PDF)
87Experimental Demonstration of a Second-Order Memristor and Its Ability to Biorealistically Implement Synaptic Plasticity
Nano Letters, 2015, 15, 2203-2211
8.7578Citations (PDF)
88A Low-Power Variation-Aware Adaptive Write Scheme for Access-Transistor-Free Memristive Memory
ACM Journal on Emerging Technologies in Computing Systems, 2015, 12, 1-18
1.810Citations (PDF)
89Electronic properties of tantalum pentoxide polymorphs from first-principles calculations
Applied Physics Letters, 2014, 105,
3.044Citations (PDF)
90Ultralow Sub-1-nA Operating Current Resistive Memory With Intrinsic Non-Linear Characteristics
IEEE Electron Device Letters, 2014, 35, 1239-1241
3.438Citations (PDF)
91A Resistance-Switchable and Ferroelectric Metal–Organic Framework
Journal of the American Chemical Society, 2014, 136, 17477-17483
15.0116Citations (PDF)
92Crossbar RRAM Arrays: Selector Device Requirements During Write Operation
IEEE Transactions on Electron Devices, 2014, 61, 2820-2826
2.7204Citations (PDF)
93Transparent, High‐Performance Thin‐Film Transistors with an InGaZnO/Aligned‐SnO2‐Nanowire Composite and their Application in Photodetectors
Advanced Materials, 2014, 26, 7399-7404
24.5118Citations (PDF)
94Retention failure analysis of metal-oxide based resistive memory
Applied Physics Letters, 2014, 105, 113510
3.053Citations (PDF)
95Efficient Si Nanowire Array Transfer via Bi‐Layer Structure Formation Through Metal‐Assisted Chemical Etching
Advanced Functional Materials, 2014, 24, 1949-1955
17.013Citations (PDF)
96Crossbar RRAM Arrays: Selector Device Requirements During Read Operation
IEEE Transactions on Electron Devices, 2014, 61, 1369-1376
2.7209Citations (PDF)
97Random telegraph noise and resistance switching analysis of oxide based resistive memory
Nanoscale, 2014, 6, 400-404
5.0158Citations (PDF)
98Tuning Resistive Switching Characteristics of Tantalum Oxide Memristors through Si Doping
ACS Nano, 2014, 8, 10262-10269
15.3126Citations (PDF)
99Oxide Resistive Memory with Functionalized Graphene as Built‐in Selector Element
Advanced Materials, 2014, 26, 3693-3699
24.577Citations (PDF)
100Electrochemical dynamics of nanoscale metallic inclusions in dielectrics
Nature Communications, 2014, 5,
13.7614Citations (PDF)
101Vertical Nanowire Heterojunction Devices Based on a Clean Si/Ge Interface
Nano Letters, 2013, 13, 5521-5527
8.737Citations (PDF)
102Interference and memory capacity effects in memristive systems
Applied Physics Letters, 2013, 102,
3.019Citations (PDF)
103Building Neuromorphic Circuits with Memristive Devices
IEEE Circuits and Systems Magazine, 2013, 13, 56-73
1.1100Citations (PDF)
104Stochastic memristive devices for computing and neuromorphic applications
Nanoscale, 2013, 5, 5872
5.0437Citations (PDF)
105Oxide Heterostructure Resistive Memory
Nano Letters, 2013, 13, 2908-2915
8.7183Citations (PDF)
106Complementary resistive switching in tantalum oxide-based resistive memory devices
Applied Physics Letters, 2012, 100,
3.0214Citations (PDF)
107Electrochemical metallization cells—blending nanoionics into nanoelectronics?
MRS Bulletin, 2012, 37, 124-130
4.1111Citations (PDF)
108A Functional Hybrid Memristor Crossbar-Array/CMOS System for Data Storage and Neuromorphic Applications
Nano Letters, 2012, 12, 389-395
8.7827Citations (PDF)
109Observation of Conductance Quantization in Oxide‐Based Resistive Switching Memory
Advanced Materials, 2012, 24, 3941-3946
24.5245Citations (PDF)
110Esaki tunnel diodes based on vertical Si-Ge nanowire heterojunctions
Applied Physics Letters, 2011, 99,
3.040Citations (PDF)
111Device and SPICE modeling of RRAM devices
Nanoscale, 2011, 3, 3833
5.094Citations (PDF)
112Short-Term Memory to Long-Term Memory Transition in a Nanoscale Memristor
ACS Nano, 2011, 5, 7669-7676
15.31,012Citations (PDF)
113Andreev tunneling enhanced by Coulomb oscillations in superconductor-semiconductor hybrid Ge/Si nanowire devices
Physical Review B, 2011, 84,
3.48Citations (PDF)
114Controlled 3D Buckling of Silicon Nanowires for Stretchable Electronics
ACS Nano, 2011, 5, 672-678
15.3206Citations (PDF)
115Growth and electrical properties of Al-catalyzed Si nanowires
Applied Physics Letters, 2011, 98,
3.014Citations (PDF)
116ITO nanowires and nanoparticles for transparent films
MRS Bulletin, 2011, 36, 782-788
4.164Citations (PDF)
117Nanoscale Memristor Device as Synapse in Neuromorphic Systems
Nano Letters, 2010, 10, 1297-1301
8.74,007Citations (PDF)
118Spatial confinement of carriers and tunable band structures in InAs/InP-core–shell nanowires
Chemical Physics Letters, 2010, 495, 261-265
2.722Citations (PDF)
119Nanoscale resistive memory with intrinsic diode characteristics and long endurance
Applied Physics Letters, 2010, 96,
3.0156Citations (PDF)
120Strong and Tunable Spin−Orbit Coupling of One-Dimensional Holes in Ge/Si Core/Shell Nanowires
Nano Letters, 2010, 10, 2956-2960
8.7106Citations (PDF)
121Radio frequency nanowire resonators and in situ frequency tuning
Applied Physics Letters, 2009, 94, 203104
3.025Citations (PDF)
122Programmable Resistance Switching in Nanoscale Two-Terminal Devices
Nano Letters, 2009, 9, 496-500
8.7283Citations (PDF)
123Mechanical Properties of Vapor−Liquid−Solid Synthesized Silicon Nanowires
Nano Letters, 2009, 9, 3934-3939
8.7395Citations (PDF)
124Nonvolatile Resistive Switching Devices Based on Nanoscale Metal/Amorphous Silicon/Crystalline Silicon Junctions
Materials Research Society Symposia Proceedings, 2008, 997,
0.14Citations (PDF)
125Semiconductor nanowire devices
Nano Today, 2008, 3, 12-22
9.9288Citations (PDF)
126Doping‐Dependent Electrical Characteristics of SnO2 Nanowires
Small, 2008, 4, 451-454
11.5104Citations (PDF)
127Si/a-Si Core/Shell Nanowires as Nonvolatile Crossbar Switches
Nano Letters, 2008, 8, 386-391
8.7247Citations (PDF)
128CMOS Compatible Nanoscale Nonvolatile Resistance Switching Memory
Nano Letters, 2008, 8, 392-397
8.7429Citations (PDF)
129Fully Transparent Thin-Film Transistor Devices Based on SnO2Nanowires
Nano Letters, 2007, 7, 2463-2469
8.7298Citations (PDF)
130Transparent metallic Sb-doped SnO2 nanowires
Applied Physics Letters, 2007, 90, 222107
3.0130Citations (PDF)
131Nanostructured Thin Films Made by Dewetting Method of Layer-By-Layer Assembly
Nano Letters, 2007, 7, 3266-3273
8.7125Citations (PDF)
132Semiconductor nanowires
Journal Physics D: Applied Physics, 2006, 39, R387-R406
2.9750Citations (PDF)
133High-Performance Transparent Conducting Oxide Nanowires
Nano Letters, 2006, 6, 2909-2915
8.7192Citations (PDF)
134Ge/Si nanowire heterostructures as high-performance field-effect transistors
Nature, 2006, 441, 489-493
37.91,458Citations (PDF)
135Coherent Single Charge Transport in Molecular-Scale Silicon Nanowires
Nano Letters, 2005, 5, 1143-1146
8.7156Citations (PDF)
136One-dimensional hole gas in germanium/silicon nanowire heterostructures
Proceedings of the National Academy of Sciences of the United States of America, 2005, 102, 10046-10051
7.5457Citations (PDF)
137Single-crystal metallic nanowires and metal/semiconductor nanowire heterostructures
Nature, 2004, 430, 61-65
37.9977Citations (PDF)
138Real-time detection of electron tunnelling in a quantum dot
Nature, 2003, 423, 422-425
37.9382Citations (PDF)
139Controlled deposition of individual single-walled carbon nanotubes on chemically functionalized templates
Chemical Physics Letters, 1999, 303, 125-129
2.7522Citations (PDF)
140Noise-Tolerant CIM-DNNs Explained
IEEE Transactions on Neural Networks and Learning Systems, 0, 37, 1005-1017
10.10Citations (PDF)
141Compute-in-memory implementation of state space models for event sequence processing
Nature Communications, 0, 17,
13.70Citations (PDF)