Bin Gao
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Researcher ORCID 0000-0002-2417-983X
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Computer Science
Bin Gao's Degrees
- PhD Computer Science Stanford University
- Masters Computer Science University of California, Berkeley
- Bachelors Computer Science Tsinghua University
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(Suggest an Edit or Addition)Bin Gao'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
- Fully hardware-implemented memristor convolutional neural network (2020) (792)
- Face classification using electronic synapses (2017) (598)
- A New Dominance Relation-Based Evolutionary Algorithm for Many-Objective Optimization (2016) (486)
- Balancing Convergence and Diversity in Decomposition-Based Many-Objective Optimizers (2016) (287)
- Bridging Biological and Artificial Neural Networks with Emerging Neuromorphic Devices: Fundamentals, Progress, and Challenges (2019) (280)
- Neuro-inspired computing chips (2020) (217)
- Understanding memristive switching via in situ characterization and device modeling (2019) (189)
- Binary neural network with 16 Mb RRAM macro chip for classification and online training (2016) (164)
- An improved NSGA-III procedure for evolutionary many-objective optimization (2014) (149)
- Reliability of analog resistive switching memory for neuromorphic computing (2020) (135)
- Ultrasonic frequency effects on the removal of Microcystis aeruginosa. (2006) (129)
- Improving Analog Switching in HfOx-Based Resistive Memory With a Thermal Enhanced Layer (2017) (126)
- Inhibitory effect of ethanol, acetic acid, propionic acid and butyric acid on fermentative hydrogen production (2008) (116)
- Dynamic memristor-based reservoir computing for high-efficiency temporal signal processing (2021) (110)
- 33.2 A Fully Integrated Analog ReRAM Based 78.4TOPS/W Compute-In-Memory Chip with Fully Parallel MAC Computing (2020) (105)
- Alloying conducting channels for reliable neuromorphic computing (2020) (101)
- Taming irregular EDA applications on GPUs (2009) (99)
- A Methodology to Improve Linearity of Analog RRAM for Neuromorphic Computing (2018) (97)
- Device and materials requirements for neuromorphic computing (2019) (88)
- Power-efficient neural network with artificial dendrites (2020) (86)
- PatentMiner: topic-driven patent analysis and mining (2012) (86)
- A Threshold Switching Selector Based on Highly Ordered Ag Nanodots for X‐Point Memory Applications (2019) (69)
- Resistive Random Access Memory for Future Information Processing System (2017) (65)
- Ultrasonic damages on cyanobacterial photosynthesis. (2006) (64)
- Influence of ultrasonic field on microcystins produced by bloom-forming algae. (2005) (64)
- In-memory Learning with Analog Resistive Switching Memory: A Review and Perspective (2021) (63)
- Device and circuit optimization of RRAM for neuromorphic computing (2017) (61)
- Analog‐Type Resistive Switching Devices for Neuromorphic Computing (2019) (59)
- Changes in biomass activity and characteristics of activated sludge exposed to low ozone dose. (2009) (58)
- Conduction mechanisms, dynamics and stability in ReRAMs (2018) (58)
- Neural signal analysis with memristor arrays towards high-efficiency brain–machine interfaces (2020) (55)
- Investigation of statistical retention of filamentary analog RRAM for neuromophic computing (2017) (53)
- A compute-in-memory chip based on resistive random-access memory (2022) (53)
- 33.1 A 74 TMACS/W CMOS-RRAM Neurosynaptic Core with Dynamically Reconfigurable Dataflow and In-situ Transposable Weights for Probabilistic Graphical Models (2020) (51)
- Three-Dimensional nand Flash for Vector–Matrix Multiplication (2019) (48)
- Simultaneous determination of surface energy and roughness of dense membranes by a modified contact angle method (2019) (45)
- Associative Memory for Image Recovery with a High‐Performance Memristor Array (2019) (44)
- Ultrafast RESET Analysis of HfOx‐Based RRAM by Sub‐Nanosecond Pulses (2017) (40)
- 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)
- Modeling disorder effect of the oxygen vacancy distribution in filamentary analog RRAM for neuromorphic computing (2017) (37)
- Sign backpropagation: An on-chip learning algorithm for analog RRAM neuromorphic computing systems (2018) (37)
- Unsupervised Learning on Resistive Memory Array Based Spiking Neural Networks (2019) (37)
- Compact Model of HfOX-Based Electronic Synaptic Devices for Neuromorphic Computing (2017) (36)
- Effect of gamma irradiation on activities and physicochemical characteristics of sewage sludge (2011) (36)
- Removal of Algae by Sonication-Coagulation (2006) (36)
- Massively Parallel Logic Simulation with GPUs (2011) (34)
- High‐Uniformity Threshold Switching HfO2‐Based Selectors with Patterned Ag Nanodots (2020) (31)
- Design Guidelines of RRAM based Neural-Processing-Unit: A Joint Device-Circuit-Algorithm Analysis (2019) (30)
- Analog memristive synapse based on topotactic phase transition for high-performance neuromorphic computing and neural network pruning (2021) (29)
- Memristors for Hardware Security Applications (2019) (28)
- Atomic threshold-switching enabled MoS2 transistors towards ultralow-power electronics (2020) (28)
- 25.2 A Reconfigurable RRAM Physically Unclonable Function Utilizing Post-Process Randomness Source With <6×10−6 Native Bit Error Rate (2019) (27)
- Stateful Logic Operations in One-Transistor-One- Resistor Resistive Random Access Memory Array (2019) (26)
- Recent progress of integrated circuits and optoelectronic chips (2021) (26)
- Evolutionary many-objective optimization using ensemble fitness ranking (2014) (24)
- Impacts of State Instability and Retention Failure of Filamentary Analog RRAM on the Performance of Deep Neural Network (2019) (24)
- Low‐Voltage Oscillatory Neurons for Memristor‐Based Neuromorphic Systems (2019) (23)
- Oxide-based analog synapse: Physical modeling, experimental characterization, and optimization (2016) (22)
- Relaxation Effect in RRAM Arrays: Demonstration and Characteristics (2016) (22)
- An Experimental Investigation of Variation Operators in Reference-Point Based Many-Objective Optimization (2015) (22)
- Against Double Fault Attacks: Injection Effort Model, Space and Time Randomization Based Countermeasures for Reconfigurable Array Architecture (2016) (21)
- Memristor-based analogue computing for brain-inspired sound localization with in situ training (2022) (21)
- Multichannel parallel processing of neural signals in memristor arrays (2020) (21)
- A new hardware implementation approach of BNNs based on nonlinear 2T2R synaptic cell (2018) (20)
- Distributed time, conservative parallel logic simulation on GPUs (2010) (20)
- Device and Circuit Interaction Analysis of Stochastic Behaviors in Cross-Point RRAM Arrays (2016) (20)
- A Voltage-Mode Sensing Scheme with Differential-Row Weight Mapping For Energy-Efficient RRAM-Based In-Memory Computing (2020) (19)
- Demonstration of Generative Adversarial Network by Intrinsic Random Noises of Analog RRAM Devices (2018) (19)
- A novel PUF against machine learning attack: Implementation on a 16 Mb RRAM chip (2017) (18)
- A Parallel Multibit Programing Scheme With High Precision for RRAM-Based Neuromorphic Systems (2020) (18)
- Rotating neurons for all-analog implementation of cyclic reservoir computing (2022) (17)
- Exploration of Benes Network in Cryptographic Processors: A Random Infection Countermeasure for Block Ciphers Against Fault Attacks (2017) (17)
- Suppress variations of analog resistive memory for neuromorphic computing by localizing Vo formation (2018) (17)
- A flexible and energy-efficient reconfigurable architecture for symmetric cipher processing (2015) (17)
- Short Time High-Resistance State Instability of TaOx-Based RRAM Devices (2017) (16)
- A High-Speed and High-Reliability TRNG Based on Analog RRAM for IoT Security Application (2019) (16)
- Threshold switching memristor-based stochastic neurons for probabilistic computing. (2021) (16)
- A Compact Model of Analog RRAM With Device and Array Nonideal Effects for Neuromorphic Systems (2020) (16)
- Oxide-based filamentary RRAM for deep learning (2020) (15)
- A memristor-based analogue reservoir computing system for real-time and power-efficient signal processing (2022) (15)
- Multiplication on the edge (2018) (14)
- Analytic Model for Statistical State Instability and Retention Behaviors of Filamentary Analog RRAM Array and Its Applications in Design of Neural Network (2018) (14)
- Endurance and Retention Degradation of Intermediate Levels in Filamentary Analog RRAM (2019) (13)
- Novel In-Memory Matrix-Matrix Multiplication with Resistive Cross-Point Arrays (2018) (12)
- A Highly Reliable RRAM Physically Unclonable Function Utilizing Post-Process Randomness Source (2021) (12)
- A drain leakage phenomenon in poly silicon channel 3D NAND flash caused by conductive paths along grain boundaries (2018) (11)
- A nondestructive approach to study resistive switching mechanism in metal oxide based on defect photoluminescence mapping. (2017) (11)
- A drain leakage phenomenon in poly silicon channel 3D NAND flash caused by conductive paths along grain boundaries (2018) (11)
- Reliability Perspective on Neuromorphic Computing Based on Analog RRAM (2019) (11)
- Effects of aeration on gamma irradiation of sewage sludge (2010) (11)
- A Unified PUF and TRNG Design Based on 40-nm RRAM With High Entropy and Robustness for IoT Security (2022) (10)
- Diagonal Matrix Regression Layer: Training Neural Networks on Resistive Crossbars With Interconnect Resistance Effect (2021) (9)
- Effects of nitrate concentration on biological hydrogen production by mixed cultures. (2009) (9)
- Towards accelerating irregular EDA applications with GPUs (2012) (9)
- The effect of variation on neuromorphic network based on 1T1R memristor array (2015) (8)
- Memristor-based signal processing for edge computing (2022) (8)
- Thermal Stability of HfOx-Based Resistive Memory Array: A Temperature Coefficient Study (2018) (8)
- Bayesian Neural Network Realization by Exploiting Inherent Stochastic Characteristics of Analog RRAM (2019) (8)
- An Improved RRAM-Based Binarized Neural Network With High Variation-Tolerated Forward/Backward Propagation Module (2020) (8)
- Enhancing LiAlOX synaptic performance by reducing the Schottky barrier height for deep neural network applications. (2020) (7)
- Dynamically reconfigurable architecture for symmetric ciphers (2016) (7)
- Scale adaptive reproduction operator for decomposition based estimation of distribution algorithm (2015) (7)
- Complementary Graphene-Ferroelectric Transistors (C-GFTs) as Synapses with Modulatable Plasticity for Supervised Learning (2019) (7)
- Online training on RRAM based neuromorphic network: Experimental demonstration and operation scheme optimization (2017) (7)
- Uniformity improvements of low current 1T1R RRAM arrays through optimized verification strategy (2017) (7)
- Improving electrical performance in Ge–Si core–shell nanowire transistor with a new stripped structure (2018) (7)
- Dynamic memristor-based reservoir computing for high-efficiency temporal signal processing (2021) (7)
- Optimization of writing scheme on 1T1R RRAM to achieve both high speed and good uniformity (2017) (7)
- Large-Scale Integrated Flexible Tactile Sensor Array for Sensitive Smart Robotic Touch (2022) (7)
- Design and optimization of strong Physical Unclonable Function (PUF) based on RRAM array (2017) (7)
- Weighted Synapses Without Carry Operations for RRAM-Based Neuromorphic Systems (2018) (6)
- Concealable physically unclonable function chip with a memristor array (2022) (6)
- Neuromorphic Computing based on Resistive RAM (2017) (6)
- Investigation of Resistive Switching Mechanisms in Ti/TiOx/Pd‐Based RRAM Devices (2021) (6)
- Edge AI without Compromise: Efficient, Versatile and Accurate Neurocomputing in Resistive Random-Access Memory (2021) (6)
- Memristors-based Dendritic Neuron for High-Efficiency Spatial-Temporal Information Processing. (2022) (6)
- Performance Improvements by SL-Current Limiter and Novel Programming Methods on 16MB RRAM Chip (2017) (5)
- Monolithic 3D Integration of Logic, Memory and Computing-In-Memory for One-Shot Learning (2021) (5)
- Impact and Quantization of Short-Term Relaxation effect in Analog RRAM (2020) (5)
- Dipole-induced modulation of effective work function of metal gate in junctionless FETs (2020) (5)
- Impact of variations of threshold voltage and hold voltage of threshold switching selectors in 1S1R crossbar array (2018) (5)
- Threshold Switching Selectors: A Threshold Switching Selector Based on Highly Ordered Ag Nanodots for X‐Point Memory Applications (Adv. Sci. 10/2019) (2019) (4)
- Array-level boosting method with spatial extended allocation to improve the accuracy of memristor based computing-in-memory chips (2021) (4)
- New structure with SiO2-gate-dielectric select gates in vertical-channel three-dimensional (3D) NAND flash memory (2017) (4)
- RRAM Cross-Point Arrays (2016) (4)
- New structure with SiO2-gate-dielectric select gates in vertical-channel three-dimensional (3D) NAND flash memory (2017) (4)
- Trends and challenges in the circuit and macro of RRAM-based computing-in-memory systems (2022) (4)
- The Statistical Evaluation of Correlations between LRS and HRS Relaxations in RRAM Array (2016) (4)
- A Unified Memory and Hardware Security Module Based on the Adjustable Switching Window of Resistive Memory (2020) (4)
- Publisher Correction: Alloying conducting channels for reliable neuromorphic computing (2020) (3)
- A Self‐Terminated Operation Scheme for High‐Parallel and Energy‐Efficient Forming of RRAM Array (2020) (3)
- Oscillation neuron based on a low-variability threshold switching device for high-performance neuromorphic computing (2021) (3)
- A novel Dip Coating Method for Reaction Bonding of Aluminum on Alumina (2014) (3)
- Quantum-inspired evolutionary algorithm with linkage learning (2014) (3)
- A Novel Bi-functional Memory-PUF Module Utilizing Adjustable Switching Window of RRAM (2020) (3)
- Crossbar-Level Retention Characterization in Analog RRAM Array-Based Computation-in-Memory System (2021) (3)
- Artificial Neuron with Spike Frequency Adaptation Based on Mott Memristor (2021) (3)
- Cryogenic HfOₓ-Based Resistive Memory With a Thermal Enhancement Capping Layer (2021) (3)
- Emerging Non-Volatile Memories for Computation-in-Memory (2020) (3)
- Atomic-Device Hybrid Modeling of Relaxation Effect in Analog RRAM for Neuromorphic Computing (2020) (2)
- Optimization Strategy for Accelerating Multi-Bit Resistive Weight Programming on the RRAM Array (2019) (2)
- A Novel Page-Forming Scheme with Ultra-Low Bit-Error-Rate and High Reliability on a 1Mb RRAM Chip (2020) (2)
- RRAM-based hardware security primitives (2017) (2)
- Impact of Bottom Electrode Roughness on the Analog Switching Characteristics in Nanoscale RRAM Array (2021) (2)
- A compact model for the SET parameter variations of oxide RRAM array (2016) (2)
- An On-chip Layer-wise Training Method for RRAM based Computing-in-memory Chips (2021) (2)
- Impact of Switching Window on Endurance Degradation in Analog RRAM (2019) (2)
- The Impact of Thermal Enhance Layers on the Relaxation Effect in Analog RRAM (2022) (2)
- Application of mathematical morphology operation with memristor-based computation-in-memory architecture for detecting manufacturing defects (2021) (2)
- A Novel RRAM Based Watermark Technique Utilizing the Impact of Forming Conditions on Reset Distribution (2019) (2)
- Neuronal Firing Characteristics in the NbO2 based Mott Memristor (2021) (2)
- Complementary Memtransistor-Based Multilayer Neural Networks for Online Supervised Learning Through (Anti-)Spike-Timing-Dependent Plasticity (2021) (2)
- A new method to find the optimal subharmonic impedance for CDMA power amplifier with Volterra series analysis (2001) (1)
- A compact model of analog RRAM for neuromorphic computing system design (2018) (1)
- A High-performance and Calibration-free True Random Number Generator Based on the Resistance Perturbation in RRAM Array (2020) (1)
- A Novel Capacitor-based Stateful Logic Operation Scheme for In-memory Computing in 1T1R RRAM Array (2020) (1)
- A Compact Model for Relaxation Effect in Analog RRAM for Computation-in-Memory System Design and Benchmark (2021) (1)
- A Compact Model of Analog RRAM Considering Temperature Coefficient for Neural Network Evaluation (2021) (1)
- Evaluation and optimization of physical unclonable function (PUF) based on the variability of FinFET SRAM (2017) (1)
- REPROC: A Dynamically Reconfigurable Architecture for Symmetric Cryptography (Abstract Only) (2015) (1)
- System and Technology Co-optimization for RRAM based Computation-in-memory Chip (2021) (1)
- Pt/TiOx/Ti-based Dynamic Optoelectronic Memristor for Neuromorphic Computing (2022) (1)
- HARNS: High-level Architectural Model of RRAM based Computing-in-memory NPU (2021) (1)
- Neuromorphic Computing Systems with Emerging Devices (2021) (1)
- Real-Time-Scale 3D Kinetic Monte Carlo Simulation for Hafnium Oxide Based RRAM in 1T1R Cell (2022) (1)
- RRAM-based coprocessors for deep learning (2020) (1)
- A Training Scheme for the Uncertain Neuromorphic Computing Chips (2019) (1)
- Parasitic Resistance Effect Analysis in RRAM-based TCAM for Memory Augmented Neural Networks (2020) (1)
- Enhanced performance of Ag-filament threshold switching selector by rapid thermal processing (2018) (1)
- Identifying relaxation and random telegraph noises in filamentary analog RRAM for neuromorphic computing (2021) (1)
- Compact Reliability Model of Analog RRAM for Computation-in-Memory Device-to-System Codesign and Benchmark (2021) (1)
- Oxygen Vacancy Formation Accompanied by Hf Oligomer in Amorphous-HfOx-Bascd RRAM: A First Principles Study (2021) (1)
- Multi-Scale Thermal Modeling of RRAM-based 3D Monolithic-Integrated Computing-in-Memory Chips (2022) (1)
- Intelligent Computing with RRAM (2019) (1)
- Implementation of Discrete Fourier Transform using RRAM Arrays with Quasi-Analog Mapping for High-Fidelity Medical Image Reconstruction (2021) (1)
- A circuit-algorithm codesign method to reduce the accuracy drop of RRAM based computing-in-memory chip (2020) (1)
- Device Modeling and Simulation of Ferroelectric Tunnel Junction for Computing-in-Memory Application (2022) (0)
- A Physical Reservoir Computing Model Based on Volatile Memristor for Temporal Signal Processing (2022) (0)
- Energy-efficient high-fidelity image reconstruction with memristor arrays for medical diagnosis (2023) (0)
- A Hybrid Computing-In-Memory Architecture by Monolithic 3D Integration of BEOL CNT/IGZO-based CFET Logic and Analog RRAM (2022) (0)
- First Demonstration of Homomorphic Encryption using Multi-Functional RRAM Arrays with a Novel Noise-Modulation Scheme (2022) (0)
- Field emission properties of vertically aligned MoS 2 nanosheets (2015) (0)
- Temporal Test Generation for Embedded System Based on Correlation Analysis of Timing Constraints (2016) (0)
- Associative learning of a three-terminal memristor network for digits recognition (2022) (0)
- Straightforward data transfer in a blockwise dataflow for an analog RRAM-based CIM system (2023) (0)
- Multiplication on the edge (2018) (0)
- Effects of Gate Metal and Channel Shape on the Variability of Junctionless Field-Effect Transistor (2022) (0)
- Programming Strategy Optimization of RRAM Fabricated by 28 nm Standard CMOS Process (2023) (0)
- The Impact of Interconnect Resistance on One-Selector One-Resistor (1S1R) Crossbar Array Performance (2019) (0)
- Ultrasonic removal of cyanobacteria (2004) (0)
- Hybrid Precoding with a Fully-Parallel Large-Scale Analog RRAM Array for 5G/6G MIMO Communication System (2022) (0)
- Methods to Realize Low-BER and High-Reliability RRAM Chip With Fast Page-Forming Capability (2023) (0)
- (Invited) Heterogeneous Integration and Co-design of Memristor and MOSFET for AI Application (2020) (0)
- BETTER: Bayesian-based Training and Lightweight Transfer Architecture for Reliable and High-speed Memristor Neural Network Deployment (2022) (0)
- A new 3D NAND flash structure to improve program/erase operation speed (2017) (0)
- Nitrogen-Oxyanion-Doped HfO2 Resistive Random-Access Memory With Chemically Enhanced Forming (2023) (0)
- Low-cross-talk high-stability optical add/drop multiplexer based on fiber gratings and circulators (1998) (0)
- Dynamic Memristor-based Reservoir Computing for High-Efficiency Spatiotemporal Signal Processing (2020) (0)
- Efficient Weight Mapping Scheme without Verification for RRAM Based Neuromorphic Computing (2019) (0)
- A Novel Neural Network with Digital Synaptic Weights Based on 3D NAND Flash Array (2020) (0)
- Recent progress of integrated circuits and optoelectronic chips (2021) (0)
- System-Technology Co-Optimization for 3D Monolithic Memory-Centric Computing (2022) (0)
- Memristor Arrays: Associative Memory for Image Recovery with a High‐Performance Memristor Array (Adv. Funct. Mater. 30/2019) (2019) (0)
- Si Interface Barrier Modification on Memristor for Brain-Inspired Computing (2017) (0)
- Investigation of Conductance Fluctuations of Analog RRAM during Weight Update Process with Kinetic Monte Carlo Simulation (2019) (0)
- An in-memory computing architecture based on a duplex two-dimensional material structure for in situ machine learning. (2023) (0)
- A new 3D NAND flash structure to improve program/erase operation speed (2017) (0)
- The Impact of Endurance Degradation in Analog RRAM for In-Situ Training (2019) (0)
- A two-level hierarchical EDA using conjugate priori (2014) (0)
- Microscopic Modeling and Optimization of NbOx Mott Memristor for Artificial Neuron Applications (2022) (0)
- Design and application of resistive switching devices for novel computing/memory architectures (2016) (0)
- A RRAM-based Data Hiding Technique Utilizing the Impact of Form Condition on SET Performance (2020) (0)
- Three‐Dimensional Reconstruction of Conductive Filaments in HfOx‐Based Memristor (2022) (0)
- An RRAM retention prediction framework using a convolutional neural network based on relaxation behavior (2023) (0)
- Neural Spike Detection Based on 1T1R Memristor (2020) (0)
- Ta0x/Hf02-based RRAM with self-selective feature caused by current compliance modulation (2018) (0)
- Effects of Gate Metal Work Function and Line Edge Roughness on the Variability of Junctionless Field-Effect Transistor (2022) (0)
- First-principles study on Ge1−xSnx-Si core-shell nanowire transistors (2018) (0)
- A High-Speed and High-Efficiency Diverse Error Margin Write-Verify Scheme for an RRAM-Based Neuromorphic Hardware Accelerator (2023) (0)
- Suppression of relaxation effect in HfO2 resistive random access memory array by improved program operations (2016) (0)
- A 1Mb Programming Configurable ReRAM Fully Integrating into a 32-bit Microcontroller Unit (2023) (0)
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Bin Gao is affiliated with the following schools:
