Shimeng Yu
#133,175
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Shimeng Yu's AcademicInfluence.com Rankings
Shimeng Yuengineering Degrees
Engineering
#4671
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#5882
Historical Rank
Applied Physics
#1195
World Rank
#1223
Historical Rank
Electrical Engineering
#1215
World Rank
#1303
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Engineering
Shimeng Yu's Degrees
- PhD Electrical Engineering Stanford University
- Masters Electrical Engineering Stanford University
- Bachelors Electrical Engineering Tsinghua University
Why Is Shimeng Yu Influential?
(Suggest an Edit or Addition)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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