Shimeng Yu

Shimeng Yu's AcademicInfluence.com Rankings

Shimeng Yu

Engineering

#4671

World Rank

#5882

Historical Rank

Applied Physics

#1195

World Rank

#1223

Historical Rank

Electrical Engineering

#1215

World Rank

#1303

Historical Rank

engineering Degrees

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Engineering

Shimeng Yu's Degrees

PhD Electrical Engineering Stanford University
Masters Electrical Engineering Stanford University
Bachelors Electrical Engineering Tsinghua University

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Shimeng Yu's Published Works

Number of citations in a given year to any of this author's works

Total number of citations to an author for the works they published in a given year. This highlights publication of the most important work(s) by the author

Published Works

Metal–Oxide RRAM (2012) (1967)
Synaptic electronics: materials, devices and applications (2013) (913)
An Electronic Synapse Device Based on Metal Oxide Resistive Switching Memory for Neuromorphic Computation (2011) (613)
Neuro-Inspired Computing With Emerging Nonvolatile Memorys (2018) (487)
Optoelectronic resistive random access memory for neuromorphic vision sensors (2019) (473)
SiGe epitaxial memory for neuromorphic computing with reproducible high performance based on engineered dislocations (2018) (429)
A Low Energy Oxide‐Based Electronic Synaptic Device for Neuromorphic Visual Systems with Tolerance to Device Variation (2013) (425)
Conduction mechanism of TiN/HfOx/Pt resistive switching memory: A trap-assisted-tunneling model (2011) (324)
Emerging Memory Technologies: Recent Trends and Prospects (2016) (320)
On the Switching Parameter Variation of Metal-Oxide RRAM—Part I: Physical Modeling and Simulation Methodology (2012) (301)
HfOx-based vertical resistive switching random access memory suitable for bit-cost-effective three-dimensional cross-point architecture. (2013) (293)
Overcoming the challenges of crossbar resistive memory architectures (2015) (276)
Ferroelectric FET analog synapse for acceleration of deep neural network training (2017) (260)
Investigating the switching dynamics and multilevel capability of bipolar metal oxide resistive switching memory (2011) (256)
Neuro-inspired computing chips (2020) (217)
NeuroSim: A Circuit-Level Macro Model for Benchmarking Neuro-Inspired Architectures in Online Learning (2018) (212)
Compact Modeling of RRAM Devices and Its Applications in 1T1R and 1S1R Array Design (2015) (209)
Compact Modeling of Conducting-Bridge Random-Access Memory (CBRAM) (2011) (209)
A SPICE Compact Model of Metal Oxide Resistive Switching Memory With Variations (2012) (199)
On the Switching Parameter Variation of Metal Oxide RRAM—Part II: Model Corroboration and Device Design Strategy (2012) (190)
On the stochastic nature of resistive switching in metal oxide RRAM: Physical modeling, monte carlo simulation, and experimental characterization (2011) (187)
A Phenomenological Model for the Reset Mechanism of Metal Oxide RRAM (2010) (185)
A neuromorphic visual system using RRAM synaptic devices with Sub-pJ energy and tolerance to variability: Experimental characterization and large-scale modeling (2012) (179)
Technological Exploration of RRAM Crossbar Array for Matrix-Vector Multiplication (2015) (178)
NeuroSim+: An integrated device-to-algorithm framework for benchmarking synaptic devices and array architectures (2017) (175)
Large-Scale Neuromorphic Spiking Array Processors: A Quest to Mimic the Brain (2018) (167)
Binary neural network with 16 Mb RRAM macro chip for classification and online training (2016) (164)
Ultra-low-energy three-dimensional oxide-based electronic synapses for implementation of robust high-accuracy neuromorphic computation systems. (2014) (161)
Scaling-up resistive synaptic arrays for neuro-inspired architecture: Challenges and prospect (2015) (161)
Mitigating effects of non-ideal synaptic device characteristics for on-chip learning (2015) (148)
A 65nm 4Kb algorithm-dependent computing-in-memory SRAM unit-macro with 2.3ns and 55.8TOPS/W fully parallel product-sum operation for binary DNN edge processors (2018) (143)
Stochastic learning in oxide binary synaptic device for neuromorphic computing (2013) (142)
Power-efficient combinatorial optimization using intrinsic noise in memristor Hopfield neural networks (2020) (138)
XNOR-RRAM: A scalable and parallel resistive synaptic architecture for binary neural networks (2018) (134)
HfOx based vertical resistive random access memory for cost-effective 3D cross-point architecture without cell selector (2012) (132)
A Compact Model for Metal–Oxide Resistive Random Access Memory With Experiment Verification (2016) (131)
Improving Analog Switching in HfOx-Based Resistive Memory With a Thermal Enhanced Layer (2017) (126)
Improved Uniformity of Resistive Switching Behaviors in HfO2 Thin Films with Embedded Al Layers (2010) (118)
MNSIM: Simulation Platform for Memristor-Based Neuromorphic Computing System (2016) (115)
Monitoring oxygen movement by Raman spectroscopy of resistive random access memory with a graphene-inserted electrode. (2013) (111)
DNN+NeuroSim: An End-to-End Benchmarking Framework for Compute-in-Memory Accelerators with Versatile Device Technologies (2019) (111)
Verilog-A compact model for oxide-based resistive random access memory (RRAM) (2014) (103)
Demonstration of Convolution Kernel Operation on Resistive Cross-Point Array (2016) (102)
Fully parallel write/read in resistive synaptic array for accelerating on-chip learning (2015) (99)
A Methodology to Improve Linearity of Analog RRAM for Neuromorphic Computing (2018) (97)
NbOx based oscillation neuron for neuromorphic computing (2017) (96)
A ferroelectric field effect transistor based synaptic weight cell (2018) (92)
Experimental Characterization of Physical Unclonable Function Based on 1 kb Resistive Random Access Memory Arrays (2015) (90)
Device and materials requirements for neuromorphic computing (2019) (88)
Low-power TiN/Al2O3/Pt resistive switching device with sub-20 μA switching current and gradual resistance modulation (2011) (87)
24.5 A Twin-8T SRAM Computation-In-Memory Macro for Multiple-Bit CNN-Based Machine Learning (2019) (82)
Low-Energy Robust Neuromorphic Computation Using Synaptic Devices (2012) (80)
Technology-design co-optimization of resistive cross-point array for accelerating learning algorithms on chip (2015) (79)
Device and system level design considerations for analog-non-volatile-memory based neuromorphic architectures (2015) (78)
15.2 A 28nm 64Kb Inference-Training Two-Way Transpose Multibit 6T SRAM Compute-in-Memory Macro for AI Edge Chips (2020) (76)
Nanoscale Bipolar and Complementary Resistive Switching Memory Based on Amorphous Carbon (2011) (75)
Low-Temperature Characteristics of HfOx-Based Resistive Random Access Memory (2015) (69)
Neuro-inspired Computing Using Resistive Synaptic Devices (2017) (65)
A Twin-8T SRAM Computation-in-Memory Unit-Macro for Multibit CNN-Based AI Edge Processors (2020) (63)
Read/write schemes analysis for novel complementary resistive switches in passive crossbar memory arrays (2010) (63)
Device and circuit optimization of RRAM for neuromorphic computing (2017) (61)
AlOx-Based Resistive Switching Device with Gradual Resistance Modulation for Neuromorphic Device Application (2012) (59)
Total ionizing dose effect of γ-ray radiation on the switching characteristics and filament stability of HfOx resistive random access memory (2014) (57)
Exploiting Hybrid Precision for Training and Inference: A 2T-1FeFET Based Analog Synaptic Weight Cell (2018) (57)
Fully parallel RRAM synaptic array for implementing binary neural network with (+1, −1) weights and (+1, 0) neurons (2018) (56)
Parallelizing SRAM Arrays with Customized Bit-Cell for Binary Neural Networks (2018) (56)
A Dual-Split 6T SRAM-Based Computing-in-Memory Unit-Macro With Fully Parallel Product-Sum Operation for Binarized DNN Edge Processors (2019) (55)
Modeling the switching dynamics of programmable-metallization-cell (PMC) memory and its application as synapse device for a neuromorphic computation system (2010) (55)
High-Throughput In-Memory Computing for Binary Deep Neural Networks With Monolithically Integrated RRAM and 90-nm CMOS (2019) (54)
Investigation of statistical retention of filamentary analog RRAM for neuromophic computing (2017) (53)
A Monte Carlo study of the low resistance state retention of HfOx based resistive switching memory (2012) (53)
3D vertical RRAM - Scaling limit analysis and demonstration of 3D array operation (2013) (53)
Programming Protocol Optimization for Analog Weight Tuning in Resistive Memories (2015) (52)
Impact of Non-Ideal Characteristics of Resistive Synaptic Devices on Implementing Convolutional Neural Networks (2019) (52)
Design of Ternary Neural Network With 3-D Vertical RRAM Array (2017) (51)
Resistive Memory-Based Analog Synapse: The Pursuit for Linear and Symmetric Weight Update (2018) (51)
Parallel Architecture With Resistive Crosspoint Array for Dictionary Learning Acceleration (2015) (48)
Exploiting resistive cross-point array for compact design of physical unclonable function (2015) (48)
Three-Dimensional nand Flash for Vector–Matrix Multiplication (2019) (48)
Physical Unclonable Function Exploiting Sneak Paths in Resistive Cross-point Array (2016) (46)
A highly reliable and tamper-resistant RRAM PUF: Design and experimental validation (2016) (46)
DNN+NeuroSim V2.0: An End-to-End Benchmarking Framework for Compute-in-Memory Accelerators for On-Chip Training (2020) (46)
Characterization of switching parameters and multilevel capability in HfOx/AlOx bi-layer RRAM devices (2011) (44)
Optimizing Weight Mapping and Data Flow for Convolutional Neural Networks on RRAM Based Processing-In-Memory Architecture (2019) (43)
Design and optimization methodology for 3D RRAM arrays (2013) (42)
Resistive Random Access Memory (RRAM) (2016) (42)
Understanding metal oxide RRAM current overshoot and reliability using Kinetic Monte Carlo simulation (2012) (39)
Optimization of RRAM-Based Physical Unclonable Function With a Novel Differential Read-Out Method (2017) (38)
Characterizing Endurance Degradation of Incremental Switching in Analog RRAM for Neuromorphic Systems (2018) (38)
A novel carbon-decorated hollow flower-like MoS2 nanostructure wrapped with RGO for enhanced sodium-ion storage (2018) (37)
Modeling disorder effect of the oxygen vacancy distribution in filamentary analog RRAM for neuromorphic computing (2017) (37)
Compute-in-Memory Chips for Deep Learning: Recent Trends and Prospects (2021) (37)
Design Tradeoffs of Vertical RRAM-Based 3-D Cross-Point Array (2016) (35)
Monolithically Integrated RRAM- and CMOS-Based In-Memory Computing Optimizations for Efficient Deep Learning (2019) (35)
Investigation of Single-Bit and Multiple-Bit Upsets in Oxide RRAM-Based 1T1R and Crossbar Memory Arrays (2015) (33)
AC conductance measurement and analysis of the conduction processes in HfOx based resistive switching memory (2011) (33)
Compact oscillation neuron exploiting metal-insulator-transition for neuromorphic computing (2016) (33)
Characterization of low-frequency noise in the resistive switching of transition metal oxide HfO 2 (2012) (32)
Harnessing Intrinsic Noise in Memristor Hopfield Neural Networks for Combinatorial Optimization (2019) (32)
Reduced Graphene Oxide-Anchored Manganese Hexacyanoferrate with Low Interstitial H2O for Superior Sodium-Ion Batteries. (2018) (31)
Design Guidelines of RRAM based Neural-Processing-Unit: A Joint Device-Circuit-Algorithm Analysis (2019) (30)
Cross-point memory design challenges and survey of selector device characteristics (2017) (30)
Optimizing Weight Mapping and Data Flow for Convolutional Neural Networks on Processing-in-Memory Architectures (2020) (30)
Friction and cutting characteristics of micro-textured diamond tools fabricated with femtosecond laser (2021) (29)
RRAM for Compute-in-Memory: From Inference to Training (2021) (27)
25.2 A Reconfigurable RRAM Physically Unclonable Function Utilizing Post-Process Randomness Source With <6×10−6 Native Bit Error Rate (2019) (27)
Mechanical and wear performances of aluminum/sintered-carbon composites produced by pressure infiltration for pantograph sliders (2018) (27)
Compute-in-Memory with Emerging Nonvolatile-Memories: Challenges and Prospects (2020) (26)
Design of Resistive Synaptic Array for Implementing On-Chip Sparse Learning (2016) (26)
Understanding the conduction and switching mechanism of metal oxide RRAM through low frequency noise and AC conductance measurement and analysis (2011) (26)
Architecting 3D vertical resistive memory for next-generation storage systems (2014) (26)
Impact of Selector Devices in Analog RRAM-Based Crossbar Arrays for Inference and Training of Neuromorphic System (2019) (26)
Modeling and design analysis of 3D vertical resistive memory — A low cost cross-point architecture (2014) (25)
Direct comparison of ferroelectric properties in Hf0.5Zr0.5O2 between thermal and plasma-enhanced atomic layer deposition (2020) (24)
Metal Oxide Resistive Switching Memory (2012) (24)
On-Chip Sparse Learning Acceleration With CMOS and Resistive Synaptic Devices (2015) (23)
Impact of Line-Edge Roughness on Double-Gate Schottky-Barrier Field-Effect Transistors (2009) (22)
Overview of resistive switching memory (RRAM) switching mechanism and device modeling (2014) (22)
Two-step write–verify scheme and impact of the read noise in multilevel RRAM-based inference engine (2020) (22)
Design Considerations of Selector Device in Cross-Point RRAM Array for Neuromorphic Computing (2018) (21)
CIMAT: A Compute-In-Memory Architecture for On-chip Training Based on Transpose SRAM Arrays (2020) (21)
Experimental study of plane electrode thickness scaling for 3D vertical resistive random access memory (2013) (21)
Random sparse adaptation for accurate inference with inaccurate multi-level RRAM arrays (2017) (20)
Reliability perspective of resistive synaptic devices on the neuromorphic system performance (2018) (20)
Optimizing latency, energy, and reliability of 1T1R ReRAM through appropriate voltage settings (2015) (20)
Electrode/oxide interface engineering by inserting single-layer graphene: Application for HfOx-based resistive random access memory (2012) (19)
Demonstration of Generative Adversarial Network by Intrinsic Random Noises of Analog RRAM Devices (2018) (19)
Design considerations of synaptic device for neuromorphic computing (2014) (19)
Write disturb analyses on half-selected cells of cross-point RRAM arrays (2014) (19)
2-Bit-Per-Cell RRAM-Based In-Memory Computing for Area-/Energy-Efficient Deep Learning (2020) (19)
Technological Benchmark of Analog Synaptic Devices for Neuroinspired Architectures (2019) (19)
Benchmark of Ferroelectric Transistor-Based Hybrid Precision Synapse for Neural Network Accelerator (2019) (19)
Resistive switching AlOx-based memory with CNT electrode for ultra-low switching current and high density memory application (2011) (19)
N-doped carbon dots from phenol derivatives for excellent colour rendering WLEDs (2018) (18)
MLP+NeuroSimV3.0: Improving On-chip Learning Performance with Device to Algorithm Optimizations (2019) (18)
The impact of line edge roughness on the stability of a FinFET SRAM (2009) (18)
STT-MRAM Design Technology Co-optimization for Hardware Neural Networks (2018) (18)
JOURNAL OF COMPUTER SCIENCE AND TECHNOLOGY (2016) (18)
Computing-in-Memory with SRAM and RRAM for Binary Neural Networks (2018) (18)
3-D Cross-Point Array Operation on ${\rm AlO}_{y}/{\rm HfO}_{x}$ -Based Vertical Resistive Switching Memory (2014) (18)
Drain-Erase Scheme in Ferroelectric Field Effect Transistor—Part II: 3-D-NAND Architecture for In-Memory Computing (2020) (17)
Optimizing Latency, Energy, and Reliability of 1T1R ReRAM Through Cross-Layer Techniques (2016) (17)
3-D Resistive Memory Arrays: From Intrinsic Switching Behaviors to Optimization Guidelines (2015) (17)
3-D simulation of geometrical variations impact on nanoscale FinFETs (2008) (17)
Impact of Cell Failure on Reliable Cross-Point Resistive Memory Design (2015) (17)
Effects of Ionic Doping on the Behaviors of Oxygen Vacancies in HfO2 and ZrO2: A First Principles Study (2009) (16)
Partition SRAM and RRAM based synaptic arrays for neuro-inspired computing (2016) (16)
Investigation of Read Disturb and Bipolar Read Scheme on Multilevel RRAM-Based Deep Learning Inference Engine (2020) (16)
Accelerating Deep Neural Network In-Situ Training With Non-Volatile and Volatile Memory Based Hybrid Precision Synapses (2020) (16)
Ferroelectric devices and circuits for neuro-inspired computing (2020) (16)
Design guidelines for 3D RRAM cross-point architecture (2014) (16)
Impact of Read Disturb on Multilevel RRAM based Inference Engine: Experiments and Model Prediction (2020) (16)
Drain–Erase Scheme in Ferroelectric Field-Effect Transistor—Part I: Device Characterization (2020) (16)
NeuroSim Simulator for Compute-in-Memory Hardware Accelerator: Validation and Benchmark (2021) (16)
Three-dimensional architecture hybrid perovskite solar cells using CdS nanorod arrays as an electron transport layer (2018) (16)
Structured Pruning of RRAM Crossbars for Efficient In-Memory Computing Acceleration of Deep Neural Networks (2021) (15)
Cryogenic behavior of NbO2 based threshold switching devices as oscillation neurons (2020) (15)
Resistive switching of carbon-based RRAM with CNT electrodes for ultra-dense memory (2010) (15)
Design and Analysis of Energy-Efficient and Reliable 3-D ReRAM Cross-Point Array System (2018) (14)
Integrated Crossbar Array With Resistive Synapses and Oscillation Neurons (2019) (14)
Scaling 2-layer RRAM cross-point array towards 10 nm node: A device-circuit co-design (2015) (14)
A Two-way SRAM Array based Accelerator for Deep Neural Network On-chip Training (2020) (14)
Analyzing inference robustness of RRAM synaptic array in low-precision neural network (2017) (14)
Parallel Programming of Resistive Cross-point Array for Synaptic Plasticity (2014) (14)
MAX2: An ReRAM-Based Neural Network Accelerator That Maximizes Data Reuse and Area Utilization (2019) (13)
Programming protocol optimization for analog weight tuning in resistive memories (2015) (13)
Evaluation of Radiation Effects in RRAM-Based Neuromorphic Computing System for Inference (2019) (13)
Recent progress of resistive switching random access memory (RRAM) (2012) (13)
Orientation classification by a winner-take-all network with oxide RRAM based synaptic devices (2014) (13)
Total Ionizing Dose Effects of Gamma-Ray Radiation on NbOx-Based Selector Devices for Crossbar Array Memory (2017) (13)
Single Event Susceptibility Analysis in CBRAM Resistive Memory Arrays (2015) (13)
Towards high-speed, write-disturb tolerant 3D vertical RRAM arrays (2014) (13)
A Multilayer Approach to Designing Energy-Efficient and Reliable ReRAM Cross-Point Array System (2017) (13)
Low-VDD Operation of SRAM Synaptic Array for Implementing Ternary Neural Network (2017) (13)
A Highly Reliable RRAM Physically Unclonable Function Utilizing Post-Process Randomness Source (2021) (12)
Performance Prediction of Large-Scale 1S1R Resistive Memory Array Using Machine Learning (2015) (12)
Integration of threshold logic gates with RRAM devices for energy efficient and robust operation (2014) (12)
Recent progress of phase change memory (PCM) and resistive switching random access memory (RRAM) (2010) (12)
Neurophysics-inspired parallel architecture with resistive crosspoint array for dictionary learning (2014) (12)
Secure-RRAM: A 40nm 16kb Compute-in-Memory Macro with Reconfigurability, Sparsity Control, and Embedded Security (2021) (12)
Security primitive design with nanoscale devices: A case study with resistive RAM (2016) (12)
Heterogeneous Mixed-Signal Monolithic 3-D In-Memory Computing Using Resistive RAM (2021) (11)
Ferroelectric HfO2-based synaptic devices: recent trends and prospects (2021) (11)
Impact of vertical RRAM device characteristics on 3D cross-point array design (2014) (11)
Programming strategies to improve energy efficiency and reliability of ReRAM memory systems (2015) (11)
Quasi-Analytical Model of 3-D Vertical-RRAM Array Architecture for MB-Level Design (2017) (11)
Comparative Study of Cross-Point MRAM Array With Exponential and Threshold Selectors for Read Operation (2018) (11)
Investigating Ferroelectric Minor Loop Dynamics and History Effect—Part I: Device Characterization (2020) (11)
The Impacts of Ferroelectric and Interfacial Layer Thicknesses on Ferroelectric FET Design (2021) (11)
Array-Level Programming of 3-Bit per Cell Resistive Memory and Its Application for Deep Neural Network Inference (2020) (11)
A phenomenological model of oxygen ion transport for metal oxide resistive switching memory (2010) (11)
The Impact of Ferroelectric FETs on Digital and Analog Circuits and Architectures (2020) (11)
Analysis of RRAM Reliability Soft-Errors on the Performance of RRAM-Based Neuromorphic Systems (2017) (10)
MINT: Mixed-Precision RRAM-Based IN-Memory Training Architecture (2020) (10)
Antiferroelectric negative capacitance from a structural phase transition in zirconia (2021) (10)
A Study of the Effect of RRAM Reliability Soft Errors on the Performance of RRAM-Based Neuromorphic Systems (2017) (10)
Statistical assessment methodology for the design and optimization of cross-point RRAM arrays (2014) (10)
RRAM based synaptic devices for neuromorphic visual systems (2015) (10)
Cryogenic characterization of a ferroelectric field-effect-transistor (2020) (9)
Investigating Ferroelectric Minor Loop Dynamics and History Effect—Part II: Physical Modeling and Impact on Neural Network Training (2020) (9)
Variability Study of Ferroelectric Field-Effect Transistors Towards 7nm Technology Node (2021) (9)
Analog-to-Digital Converter Design Exploration for Compute-in-Memory Accelerators (2022) (9)
X-Point PUF: Exploiting Sneak Paths for a Strong Physical Unclonable Function Design (2018) (9)
Two-Step Read Scheme in One-Selector and One-RRAM Crossbar-Based Neural Network for Improved Inference Robustness (2018) (8)
Technological Design of 3D NAND-Based Compute-in-Memory Architecture for GB-Scale Deep Neural Network (2021) (8)
Ferroelectric Hafnium Zirconium Oxide Compatible With Back-End-of-Line Process (2021) (8)
On the Variability of HfOx RRAM: From Numerical Simulation to Compact Modeling (2012) (8)
Non-volatile, small-signal capacitance in ferroelectric capacitors (2020) (8)
Temperature-Resilient RRAM-Based In-Memory Computing for DNN Inference (2022) (7)
Online training on RRAM based neuromorphic network: Experimental demonstration and operation scheme optimization (2017) (7)
Benchmark of the Compute-in-Memory-Based DNN Accelerator With Area Constraint (2020) (7)
Design and optimization of strong Physical Unclonable Function (PUF) based on RRAM array (2017) (7)
Exploiting NbOx metal-insulator-transition device as oscillation neuron for neuro-inspired computing (2017) (7)
Energy-Efficient Adaptive Computing With Multifunctional Memory (2017) (7)
System-level analysis of single event upset susceptibility in RRAM architectures (2016) (7)
XOR-CIM: Compute-In-Memory SRAM Architecture with Embedded XOR Encryption (2020) (7)
CIMAT: a transpose SRAM-based compute-in-memory architecture for deep neural network on-chip training (2019) (7)
Inference engine benchmarking across technological platforms from CMOS to RRAM (2019) (7)
A Variation Robust Inference Engine Based on STT-MRAM with Parallel Read-Out (2020) (7)
Recent Progress of Phase Change Memory (PCM) and Resistive Switching Random Access Memory (RRAM) (2011) (7)
A wearable sensor vest for social humanoid robots with GPGPU, IoT, and modular software architecture (2020) (6)
Introduction to Neuro-Inspired Computing Using Resistive Synaptic Devices (2017) (6)
3D AND-Type Ferroelectric Transistors for Compute-in-Memory and the Variability Analysis (2022) (6)
A Versatile ReRAM-based Accelerator for Convolutional Neural Networks (2018) (6)
A Parallel RRAM Synaptic Array Architecture for Energy-Efficient Recurrent Neural Networks (2018) (6)
Ferroelectric Field-Effect Transistor-Based 3-D NAND Architecture for Energy-Efficient on-Chip Training Accelerator (2021) (6)
Exploring argon plasma effect on ferroelectric Hf0.5Zr0.5O2 thin film atomic layer deposition (2020) (6)
Design of a reliable RRAM-based PUF for compact hardware security primitives (2016) (6)
Two-Way Transpose Multibit 6T SRAM Computing-in-Memory Macro for Inference-Training AI Edge Chips (2022) (6)
BEOL-Compatible Superlattice FEFET Analog Synapse With Improved Linearity and Symmetry of Weight Update (2022) (6)
Overcoming Challenges for Achieving High in-situ Training Accuracy with Emerging Memories (2020) (5)
Characterization and modeling of the conduction and switching mechanisms of HfOx based RRAM (2014) (5)
A 40nm RRAM Compute-in-Memory Macro Featuring On-Chip Write-Verify and Offset-Cancelling ADC References (2021) (5)
Variability Induced by Line Edge Roughness in Double-Gate Dopant-Segregated Schottky MOSFETs (2011) (5)
Disturbance characteristics of half-selected cells in a cross-point resistive switching memory array (2016) (5)
Mitigating the Effect of Reliability Soft-errors of RRAM Devices on the Performance of RRAM-based Neuromorphic Systems (2017) (5)
Extending 1kb RRAM array from weak PUF to strong PUF by employment of SHA module (2017) (5)
NeuroSim Validation with 40nm RRAM Compute-in-Memory Macro (2021) (5)
Impact of Multilevel Retention Characteristics on RRAM based DNN Inference Engine (2021) (5)
BEOL Compatible Superlattice FerroFET-based High Precision Analog Weight Cell with Superior Linearity and Symmetry (2021) (5)
Architectural Design of 3D NAND Flash based Compute-in-Memory for Inference Engine (2020) (5)
Full 3-D simulation of gate line edge roughness impact on sub-30nm FinFETs (2008) (5)
Benchmarking Monolithic 3D Integration for Compute-in-Memory Accelerators: Overcoming ADC Bottlenecks and Maintaining Scalability to 7nm or Beyond (2020) (5)
Characterizing Ferroelectric Properties of Hf0.5Zr0.5O2 From Deep-Cryogenic Temperature (4 K) to 400 K (2021) (5)
Reliability-aware cross-point resistive memory design (2014) (5)
On-chip Sparse Learning with Resistive Cross-point Array Architecture (2015) (5)
Impact of Random Phase Distribution in Ferroelectric Transistors-Based 3-D NAND Architecture on In-Memory Computing (2021) (5)
Impact of pulse rise time on programming of cross-point RRAM arrays (2014) (4)
Secure XOR-CIM Engine: Compute-In-Memory SRAM Architecture With Embedded XOR Encryption (2021) (4)
New Security Challenges on Machine Learning Inference Engine: Chip Cloning and Model Reverse Engineering (2020) (4)
Heterogeneous 3-D Integration of Multitier Compute-in-Memory Accelerators: An Electrical-Thermal Co-Design (2021) (4)
Ferroelectric Tunnel Junction Based Crossbar Array Design for Neuro-Inspired Computing (2021) (4)
Proposing a Solution for Single-Event Upset in 1T1R RRAM Memory Arrays (2018) (4)
Efficiency of Ferroelectric Field-Effect Transistors: An Experimental Study (2022) (4)
First Experimental Demonstration of Robust HZO/β-Ga₂O₃ Ferroelectric Field-Effect Transistors as Synaptic Devices for Artificial Intelligence Applications in a High-Temperature Environment (2021) (4)
Interplay of Switching Characteristics, Cycling Endurance and Multilevel Retention of Ferroelectric Capacitor (2020) (4)
Variability Analysis for Ferroelectric Field-Effect Transistors (2021) (4)
Robust Processing-In-Memory With Multibit ReRAM Using Hessian-Driven Mixed-Precision Computation (2021) (4)
Benchmark of RRAM based Architectures for Dot-Product Computation (2018) (4)
Impact of Random Phase Distribution in 3D Vertical NAND Architecture of Ferroelectric Transistors on In-Memory Computing (2020) (4)
Cryogenic Performance for Compute-in-Memory Based Deep Neural Network Accelerator (2021) (4)
Multigate Ferroelectric Transistor Design Toward 3-nm Technology Node (2021) (4)
Experimental Demonstration of Non-volatile Capacitive Crossbar Array for In-memory Computing (2021) (4)
AILC: Accelerate On-Chip Incremental Learning With Compute-in-Memory Technology (2021) (4)
Review of physics-based compact models for emerging nonvolatile memories (2017) (3)
Carbon-wrapped four-component Na–Ni–Ti–Co oxides via sol–gel process for NIB anode material with superior cycling stability (2017) (3)
Design and optimization of a strong PUF exploiting sneak paths in resistive cross-point array (2017) (3)
Characterization and Mitigation of Relaxation Effects on Multi-level RRAM based In-Memory Computing (2021) (3)
8T XNOR-SRAM based Parallel Compute-in-Memory for Deep Neural Network Accelerator (2020) (3)
Peripheral Circuit Design Considerations of Neuro-inspired Architectures (2017) (3)
Differential charge boost in hysteretic ferroelectric–dielectric heterostructure capacitors at steady state (2021) (3)
Trap Capture and Emission Dynamics in Ferroelectric Field-Effect Transistors and their Impact on Device Operation and Reliability (2021) (3)
Corrigendum: Large-Scale Neuromorphic Spiking Array Processors: A Quest to Mimic the Brain (2019) (3)
A Na-Rich Nanocomposite of Na1.83Ni0.12Mn0.88Fe(CN)6/RGO as Cathode for Superior Performance Sodium-Ion Batteries (2018) (3)
A 40-nm MLC-RRAM Compute-in-Memory Macro With Sparsity Control, On-Chip Write-Verify, and Temperature-Independent ADC References (2022) (3)
Profile error compensation in precision grinding of ellipsoid optical surface (2021) (3)
Improving efficiency in sparse learning with the feedforward inhibitory motif (2017) (3)
Experimental RF Characterization of Ferroelectric Hafnium Zirconium Oxide Material at GHz for Microwave Applications (2021) (3)
1T2R: A novel memory cell design to resolve single-event upset in RRAM arrays (2017) (3)
A Runtime Reconfigurable Design of Compute-in-Memory based Hardware Accelerator (2021) (3)
System-Technology Codesign of 3-D NAND Flash-Based Compute-in-Memory Inference Engine (2021) (3)
A Runtime Reconfigurable Design of Compute-in-Memory-Based Hardware Accelerator for Deep Learning Inference (2021) (3)
Standby Bias Improvement of Read After Write Delay in Ferroelectric Field Effect Transistors (2021) (3)
Thermal Modeling of 3D Polylithic Integration and Implications on BEOL RRAM Performance (2020) (2)
Triple-gate FinFETs with Fin-thickness Optimization to Reduce the Impact of Fin Line Edge Roughness (2008) (2)
Compute-in-Memory: From Device Innovation to 3D System Integration (2021) (2)
Depolarization Field Induced Instability of Polarization States in HfO2 Based Ferroelectric FET (2020) (2)
Ferroelectric FET based Non-Volatile Analog Synaptic Weight Cell (2019) (2)
Weight tuning of resistive memories and convolution kernel operation on cross-point array for neuro-inspired computing (2016) (2)
Cryo-CMOS design-technology co-optimization of low noise amplifier for silicon qubit readout (2022) (2)
Thermal Reliability Considerations of Resistive Synaptic Devices for 3D CIM System Performance (2021) (2)
Impact of stochastic mismatch on FinFETs SRAM cell induced by process variation (2008) (2)
Resistive switching random access memory — Materials, device, interconnects, and scaling considerations (2012) (2)
Ferroelectric Tunnel Junction Optimization by Plasma-Enhanced Atomic Layer Deposition (2020) (2)
3D RRAM design and benchmark with 3d NAND FLASH (2014) (2)
RRAM-based hardware security primitives (2017) (2)
Erratum: “Total ionizing dose effect of γ-ray radiation on the switching characteristics and filament stability of HfOx resistive random access memory” [Appl. Phys. Lett. 104, 183507 (2014)] (2014) (2)
Design of Non-volatile Capacitive Crossbar Array for In-Memory Computing (2021) (2)
Benchmark Non-volatile and Volatile Memory Based Hybrid Precision Synapses for In-situ Deep Neural Network Training (2020) (2)
Investigating Dynamic Minor Loop of Ferroelectric Capacitor (2019) (2)
A Thousand State Superlattice(SL) FEFET Analog Weight Cell (2022) (2)
Compute-in-RRAM with Limited On-chip Resources (2021) (2)
SMART Paths for Latency Reduction in ReRAM Processing-In-Memory Architecture for CNN Inference (2020) (2)
Genetic Algorithm-Based Energy-Aware CNN Quantization for Processing-In-Memory Architecture (2021) (2)
Improving the accuracy and robustness of RRAM-based in-memory computing against RRAM hardware noise and adversarial attacks (2021) (2)
Evaluation of Single Event Effects in SRAM and RRAM Based Neuromorphic Computing System for Inference (2019) (2)
Device Design and Material Considerations of Ovonic Threshold Switch (OTS) for Cross-point MRAM Array (2019) (1)
Impact of Nonideal Resistive Synaptic Device Behaviors on Implementation of Sparse Coding Algorithm (2017) (1)
Ferroelectric Transistors for Synaptic Devices: Challenges and Prospects (2020) (1)
Design and Optimization Methodology for 3 D RRAM Arrays (2013) (1)
System-level benchmark of synaptic device characteristics for neuro-inspired computing (2017) (1)
A FeRAM based Volatile/Non-volatile Dual-mode Buffer Memory for Deep Neural Network Training (2021) (1)
Scaling and operation characteristics of HfOx based vertical RRAM for 3D cross-point architecture (2014) (1)
A Technology Path for Scaling Embedded FeRAM to 28 nm and Beyond With 2T1C Structure (2022) (1)
Compute-in-Memory for AI: From Inference to Training (2020) (1)
Cryogenic Benchmarks of Embedded Memory Technologies for Recurrent Neural Network based Quantum Error Correction (2020) (1)
Mitigating Adversarial Attack for Compute-in-Memory Accelerator Utilizing On-chip Finetune (2021) (1)
An Empirical Compact Model for Ferroelectric Field-Effect Transistor Calibrated to Experimental Data (2022) (1)
Hardware-efficient learning with feedforward inhibition (2016) (1)
RRAM-based PUF : Design and Applications in Cryptography (2015) (1)
Exploiting Process Variations to Protect Machine Learning Inference Engine from Chip Cloning (2021) (1)
Power-efficient combinatorial optimization using intrinsic noise in memristor Hopfield neural networks (2020) (0)
Review of physics-based compact models for emerging nonvolatile memories (2017) (0)
1 Conv-RAM : An Energy-Efficient SRAM with Embedded Convolution Computation for Low-Power CNN-Based Machine Learning Applications (2018) (0)
(Invited) Impact of Polarization Variation on Ferroelectric Field-Effect Transistor and Compute-in-Memory (2022) (0)
Design and Optimization of Non-Volatile Capacitive Crossbar Array for In-Memory Computing (2021) (0)
Modeling Multi-states in Ferroelectric Tunnel Junction (2020) (0)
Neuro-Inspired Computing with Synaptic and Neuronal Devices (2019) (0)
Special Topic on Nonvolatile Memory for Efficient Implementation of Neural/Neuromorphic Computing (2019) (0)
Design Space Exploration of Ovonic Threshold Switch (OTS) for Sub-Threshold Read Operation in Cross-Point Memory Arrays (2019) (0)
Special Topic on Monolithic 3-D Integration for Energy-Efficient Computing (2021) (0)
TOTAL IONIZING DOSE EFFECT ON DEEP NEURAL NETWORKS IMPLEMENTED WITH MULTI-LEVEL RRAM ARRAYS (2021) (0)
Accelerating On-Chip Training with Ferroelectric-Based Hybrid Precision Synapse (2022) (0)
5.5 Alternative Computing Models (2019) (0)
Method and apparatus to enhance read accuracy in resistive crosspoint array (2015) (0)
Cross-point memory design challenges and survey of selector device characteristics (2017) (0)
(Invited) Ferroelectric Transistors for Synaptic Devices: Challenges and Prospects (2020) (0)
Special session on reliability and vulnerability of neuromorphic computing systems (2018) (0)
A Technology Path for Scaling Embedded FeRAM to 28nm with 2T1C Structure (2021) (0)
IMW 2015 Table of Contents (2015) (0)
Advanced Gate Stack Design of Ferroelectric Transistor for Scaling towards 7nm FinFET Platform (2021) (0)
Three-dimensional (3D) Non-volatile SRAM with IWO Transistor and HZO Ferroelectric Capacitor (2021) (0)
Metal Oxide RRAM For Next Generation Mass Storage: 3D Vertical Architecture and Electrode/Oxide Interface Engineering (2013) (0)
Extraction of Preisach model parameters for fluorite-structure ferroelectrics and antiferroelectrics (2021) (0)
A 40nm RRAM Compute-in-Memory Macro Featuring On-Chip Write-Verify and Offset-Cancelling ADC References (2021) (0)
Special Topic on Exploratory Devices and Circuits for Compute-in-Memory (2020) (0)
Editorial: Novel materials, devices and solutions for brain-inspired sensing and computing (2022) (0)
Weight Tuning of Resistive Synaptic Devices and Convolution Kernel Operation on 12 × 12 Cross-Point Array (2017) (0)
Technological Exploration of RRAM Crossbar Array for Matrix-Vector Multiplication (2016) (0)
Cerebrotendinous xanthomatosis with bradyphrenia and psychiatric disorders: a case with 18F-FDG PET imaging and a literature review (2016) (0)

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