Weisheng Zhao

Orcid: 0000-0001-8088-0404

According to our database1, Weisheng Zhao authored at least 289 papers between 2007 and 2024.

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Bibliography

2024
An Energy-Efficient Bayesian Neural Network Implementation Using Stochastic Computing Method.
IEEE Trans. Neural Networks Learn. Syst., September, 2024

APIM: An Antiferromagnetic MRAM-Based Processing-In-Memory System for Efficient Bit-Level Operations of Quantized Convolutional Neural Networks.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., August, 2024

Multicorner Timing Analysis Acceleration for Iterative Physical Design of ICs.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., July, 2024

CIM²PQ: An Arraywise and Hardware-Friendly Mixed Precision Quantization Method for Analog Computing-In-Memory.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., July, 2024

Toward Energy-efficient STT-MRAM-based Near Memory Computing Architecture for Embedded Systems.
ACM Trans. Embed. Comput. Syst., May, 2024

A Charge-Domain Compute-In-Memory Macro With Cell-Embedded DA Conversion and Two-Stage AD Conversion for Bit-Scalable MAC Operation.
IEEE Trans. Circuits Syst. II Express Briefs, March, 2024

Area and Energy Efficient Short-Circuit-Logic-Based STT-MRAM Crossbar Array for Binary Neural Networks.
IEEE Trans. Circuits Syst. II Express Briefs, March, 2024

DDC-PIM: Efficient Algorithm/Architecture Co-Design for Doubling Data Capacity of SRAM-Based Processing-in-Memory.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., March, 2024

CIMQ: A Hardware-Efficient Quantization Framework for Computing-In-Memory-Based Neural Network Accelerators.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., January, 2024

HGNAS: Hardware-Aware Graph Neural Architecture Search for Edge Devices.
CoRR, 2024

A high precision two-axis GMR angular sensor manufactured by post-annealing.
Sci. China Inf. Sci., 2024

Spin-orbit torque efficiency enhancement to tungsten-based SOT-MTJs by interface modification with an ultrathin MgO.
Sci. China Inf. Sci., 2024

CRISP: Triangle Counting Acceleration via Content Addressable Memory-Integrated 3D-Stacked Memory.
Proceedings of the IEEE International Test Conference in Asia, 2024

LLP-ECCA: A Low-Latency and Programmable Framework for Elliptic Curve Cryptography Accelerators.
Proceedings of the IEEE International Test Conference in Asia, 2024

Graph Neural Networks Automated Design and Deployment on Device-Edge Co-Inference Systems.
Proceedings of the 61st ACM/IEEE Design Automation Conference, 2024

PPGNN: Fast and Accurate Privacy-Preserving Graph Neural Network Inference via Parallel and Pipelined Arithmetic-and-Logic FHE Accelerator.
Proceedings of the 61st ACM/IEEE Design Automation Conference, 2024

FRM-CIM: Full-Digital Recursive MAC Computing in Memory System Based on MRAM for Neural Network Applications.
Proceedings of the 61st ACM/IEEE Design Automation Conference, 2024

GNNavigator: Towards Adaptive Training of Graph Neural Networks via Automatic Guideline Exploration.
Proceedings of the 61st ACM/IEEE Design Automation Conference, 2024

A Combined Content Addressable Memory and In-Memory Processing Approach for k-Clique Counting Acceleration.
Proceedings of the 61st ACM/IEEE Design Automation Conference, 2024

Series-Parallel Hybrid SOT-MRAM Computing-in-Memory Macro with Multi-Method Modulation for High Area and Energy Efficiency.
Proceedings of the 61st ACM/IEEE Design Automation Conference, 2024

Towards Efficient SRAM-PIM Architecture Design by Exploiting Unstructured Bit-Level Sparsity.
Proceedings of the 61st ACM/IEEE Design Automation Conference, 2024

2023
Outgoing Editorial.
IEEE Trans. Circuits Syst. I Regul. Pap., December, 2023

IMGA: Efficient In-Memory Graph Convolution Network Aggregation With Data Flow Optimizations.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., December, 2023

Proximity-induced magnetic order in topological insulator on ferromagnetic semiconductor.
Sci. China Inf. Sci., December, 2023

Neuromorphic terahertz imaging based on carbon nanotube circuits.
Sci. China Inf. Sci., June, 2023

Implementation of 16 Boolean logic operations based on one basic cell of spin-transfer-torque magnetic random access memory.
Sci. China Inf. Sci., June, 2023

Layout Aware Optimization Methodology for SOT-MRAM Based on Technically Feasible Top-Pinned Magnetic Tunnel Junction Process.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., May, 2023

NAND-SPIN-based processing-in-MRAM architecture for convolutional neural network acceleration.
Sci. China Inf. Sci., April, 2023

BoA-PTA: A Bayesian Optimization Accelerated PTA Solver for SPICE Simulation.
ACM Trans. Design Autom. Electr. Syst., March, 2023

Experimental Demonstration of STT-MRAM-based Nonvolatile Instantly On/Off System for IoT Applications: Case Studies.
ACM Trans. Embed. Comput. Syst., March, 2023

Perpendicular magnetic anisotropy based spintronics devices in Pt/Co stacks under different hard and flexible substrates.
Sci. China Inf. Sci., February, 2023

A Survey of MRAM-Centric Computing: From Near Memory to In Memory.
IEEE Trans. Emerg. Top. Comput., 2023

TinyFormer: Efficient Transformer Design and Deployment on Tiny Devices.
CoRR, 2023

Full reliability characterization of three-terminal SOT-MTJ devices and corresponding arrays.
Proceedings of the IEEE International Reliability Physics Symposium, 2023

THE-V: Verifiable Privacy-Preserving Neural Network via Trusted Homomorphic Execution.
Proceedings of the IEEE/ACM International Conference on Computer Aided Design, 2023

TAM: A Computing in Memory based on Tandem Array within STT-MRAM for Energy-Efficient Analog MAC Operation.
Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2023

Hardware-Aware Graph Neural Network Automated Design for Edge Computing Platforms.
Proceedings of the 60th ACM/IEEE Design Automation Conference, 2023

TOTAL: Multi-Corners Timing Optimization Based on Transfer and Active Learning.
Proceedings of the 60th ACM/IEEE Design Automation Conference, 2023

Toward Energy-Efficient Sparse Matrix-Vector Multiplication with near STT-MRAM Computing Architecture.
Proceedings of the 28th Asia and South Pacific Design Automation Conference, 2023

2022
A Mini Tutorial of Processing in Memory: From Principles, Devices to Prototypes.
IEEE Trans. Circuits Syst. II Express Briefs, 2022

A Spintronic In-Memory Computing Network for Efficient Hamming Codec Implementation.
IEEE Trans. Circuits Syst. II Express Briefs, 2022

A Machine Learning Attack-Resilient Strong PUF Leveraging the Process Variation of MRAM.
IEEE Trans. Circuits Syst. II Express Briefs, 2022

Accelerating Graph-Connected Component Computation With Emerging Processing-In-Memory Architecture.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2022

S<sup>2</sup> Engine: A Novel Systolic Architecture for Sparse Convolutional Neural Networks.
IEEE Trans. Computers, 2022

Triangle Counting Accelerations: From Algorithm to In-Memory Computing Architecture.
IEEE Trans. Computers, 2022

On construction for trees making the equality hold in Vizing's conjecture.
J. Graph Theory, 2022

Optimization method of machining parameters based on intelligent algorithm.
Distributed Parallel Databases, 2022

Femtosecond laser-assisted switching in perpendicular magnetic tunnel junctions with double-interface free layer.
Sci. China Inf. Sci., 2022

Stateful implication logic based on perpendicular magnetic tunnel junctions.
Sci. China Inf. Sci., 2022

An In-memory Booth Multiplier Based on Non-volatile Memory for Neural Network Applications.
Proceedings of the 17th ACM International Symposium on Nanoscale Architectures, 2022

Two-bit multi-level spin orbit torque MRAM with the fully one-step write operation.
Proceedings of the 2022 IEEE International Conference on Integrated Circuits, 2022

CP-SRAM: charge-pulsation SRAM marco for ultra-high energy-efficiency computing-in-memory.
Proceedings of the DAC '22: 59th ACM/IEEE Design Automation Conference, San Francisco, California, USA, July 10, 2022

Eventor: an efficient event-based monocular multi-view stereo accelerator on FPGA platform.
Proceedings of the DAC '22: 59th ACM/IEEE Design Automation Conference, San Francisco, California, USA, July 10, 2022

Work-in-Progress: Toward Energy-efficient Near STT-MRAM Processing Architecture for Neural Networks.
Proceedings of the International Conference on Hardware/Software Codesign and System Synthesis, 2022

Spintronic Solutions for Approximate Computing.
Proceedings of the Approximate Computing, 2022

2021
Efficient Computation Reduction in Bayesian Neural Networks Through Feature Decomposition and Memorization.
IEEE Trans. Neural Networks Learn. Syst., 2021

Proposal of High Density Two-Bits-Cell Based NAND-Like Magnetic Random Access Memory.
IEEE Trans. Circuits Syst. II Express Briefs, 2021

A NAND-SPIN-Based Magnetic ADC.
IEEE Trans. Circuits Syst. II Express Briefs, 2021

Toward Energy-Efficient STT-MRAM Design With Multi-Modes Reconfiguration.
IEEE Trans. Circuits Syst. II Express Briefs, 2021

Spintronics for Energy- Efficient Computing: An Overview and Outlook.
Proc. IEEE, 2021

Modeling Method of Autonomous Robot Manipulator Based on D-H Algorithm.
Mob. Inf. Syst., 2021

Forecasting the outcome of spintronic experiments with Neural Ordinary Differential Equations.
CoRR, 2021

S2Engine: A Novel Systolic Architecture for Sparse Convolutional Neural Networks.
CoRR, 2021

Optimizing Memory Efficiency of Graph Neural Networks on Edge Computing Platforms.
CoRR, 2021

A Statistical Image Feature-Based Deep Belief Network for Fire Detection.
Complex., 2021

Recent progress of integrated circuits and optoelectronic chips.
Sci. China Inf. Sci., 2021

Tuning the pinning direction of giant magnetoresistive sensor by post annealing process.
Sci. China Inf. Sci., 2021

Brief Industry Paper: optimizing Memory Efficiency of Graph Neural Networks on Edge Computing Platforms.
Proceedings of the 27th IEEE Real-Time and Embedded Technology and Applications Symposium, 2021

A Novel Multi-Context Non-Volatile Content-Addressable Memory Cell and Multi-Level Architecture for High Reliability and Density.
Proceedings of the 10th IEEE Non-Volatile Memory Systems and Applications Symposium, 2021

Multi-order Nonlinearities and Resulting Coherent Oscillations of the States in Quantum Dot-Mechanical Resonator Hybrid System.
Proceedings of the 16th IEEE International Conference on Nano/Micro Engineered and Molecular Systems, 2021

A Computing-in-memory Scheme with Series Bit-cell in STT-MRAM for Efficient Multi-bit Analog Multiplication.
Proceedings of the IEEE/ACM International Symposium on Nanoscale Architectures, 2021

Soft Error Sensitivity of Magnetic Random Access Memory and Its Radiation Hardening Design.
Proceedings of the 18th International SoC Design Conference, 2021

Fully Single Event Double Node Upset Tolerant Design for Magnetic Random Access Memory.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2021

Computing-in-Memory Paradigm Based on STT-MRAM with Synergetic Read/Write-Like Modes.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2021

SpinSim: A Computer Architecture-Level Variation Aware STT-MRAM Performance Evaluation Framework.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2021

Spin-Orbit Torque Nonvolatile Flip-Flop Designs.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2021

A Reconfigurable Arbiter PUF Based on STT-MRAM.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2021

A 40nm 33.6Tops/W 8T-SRAM Computing-in-Memory Macro with DAC-less Spike-Pulse-Truncation Input and ADC-less Charge-Reservoir-Integrate-Counter Output.
Proceedings of the 2021 IEEE International Conference on Integrated Circuits, 2021

SpinLiM: Spin Orbit Torque Memory for Ternary Neural Networks Based on the Logic-in-Memory Architecture.
Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2021

FedSkel: Efficient Federated Learning on Heterogeneous Systems with Skeleton Gradients Update.
Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

Tiny neural network search and implementation for embedded FPGA: a software-hardware co-design approach.
Proceedings of the IEEE Asian Solid-State Circuits Conference, 2021

2020
A Self-Timed Voltage-Mode Sensing Scheme With Successive Sensing and Checking for STT-MRAM.
IEEE Trans. Circuits Syst. I Fundam. Theory Appl., 2020

MTJ-LRB: Proposal of MTJ-Based Loop Replica Bitline as MRAM Device-Circuit Interaction for PVT-Robust Sensing.
IEEE Trans. Circuits Syst., 2020

Bulkyflip: A NAND-SPIN-Based Last-Level Cache With Bandwidth-Oriented Write Management Policy.
IEEE Trans. Circuits Syst. I Regul. Pap., 2020

Design of Magnetic Non-Volatile TCAM With Priority-Decision in Memory Technology for High Speed, Low Power, and High Reliability.
IEEE Trans. Circuits Syst. I Regul. Pap., 2020

A Novel High Performance and Energy Efficient NUCA Architecture for STT-MRAM LLCs With Thermal Consideration.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2020

SPINBIS: Spintronics-Based Bayesian Inference System With Stochastic Computing.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2020

Magnetic Cell Centrifuge Platform Performance Study with Different Microsieve Pore Geometries.
Sensors, 2020

Hardware Security in Spin-based Computing-in-memory: Analysis, Exploits, and Mitigation Techniques.
ACM J. Emerg. Technol. Comput. Syst., 2020

Write Back Energy Optimization for STT-MRAM-based Last-level Cache with Data Pattern Characterization.
ACM J. Emerg. Technol. Comput. Syst., 2020

A Comparative Cross-layer Study on Racetrack Memories: Domain Wall vs Skyrmion.
ACM J. Emerg. Technol. Comput. Syst., 2020

Prototyping federated learning on edge computing systems.
Frontiers Comput. Sci., 2020

Matching preclusion for direct product of regular graphs.
Discret. Appl. Math., 2020

An STT-MRAM based reconfigurable computing-in-memory architecture for general purpose computing.
CCF Trans. High Perform. Comput., 2020

Compact Modeling and Analysis of Voltage-Gated Spin-Orbit Torque Magnetic Tunnel Junction.
IEEE Access, 2020

A Diode-Enhanced Scheme for Giant Magnetoresistance Amplification and Reconfigurable Logic.
IEEE Access, 2020

Movable-Type Transfer and Stacking of van der Waals Heterostructures for Spintronics.
IEEE Access, 2020

Voltage-Gated Spin-Hall Effect Based Magnetic Non-Volatile Flip-Flop for High Speed, Low Power and Compact Cell Area.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2020

Computing-in-Memory Architecture Based on Field-Free SOT-MRAM with Self-Reference Method.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2020

Efficient Time-Domain In-Memory Computing Based on TST-MRAM.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2020

PRISM: Energy-Efficient Polymorphic Operation Based on Spin-Orbit Torque Memory for Reconfigurable Computing.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2020

Deep Neural Network accelerator with Spintronic Memory.
Proceedings of the GLSVLSI '20: Great Lakes Symposium on VLSI 2020, 2020

An In-memory Highly Reconfigurable Logic Circuit Based on Diode-assisted Enhanced Magnetoresistance Device.
Proceedings of the GLSVLSI '20: Great Lakes Symposium on VLSI 2020, 2020

A Novel In-memory Computing Scheme Based on Toggle Spin Torque MRAM.
Proceedings of the GLSVLSI '20: Great Lakes Symposium on VLSI 2020, 2020

Towards Systems Education for Artificial Intelligence: A Course Practice in Intelligent Computing Architectures.
Proceedings of the GLSVLSI '20: Great Lakes Symposium on VLSI 2020, 2020

High-Density, Low-Power Voltage-Control Spin Orbit Torque Memory with Synchronous Two-Step Write and Symmetric Read Techniques.
Proceedings of the 2020 Design, Automation & Test in Europe Conference & Exhibition, 2020

TCIM: Triangle Counting Acceleration With Processing-In-MRAM Architecture.
Proceedings of the 57th ACM/IEEE Design Automation Conference, 2020

SparseTrain: Exploiting Dataflow Sparsity for Efficient Convolutional Neural Networks Training.
Proceedings of the 57th ACM/IEEE Design Automation Conference, 2020

2019
An Adaptive Thermal-Aware ECC Scheme for Reliable STT-MRAM LLC Design.
IEEE Trans. Very Large Scale Integr. Syst., 2019

PXNOR-BNN: In/With Spin-Orbit Torque MRAM Preset-XNOR Operation-Based Binary Neural Networks.
IEEE Trans. Very Large Scale Integr. Syst., 2019

DASM: Data-Streaming-Based Computing in Nonvolatile Memory Architecture for Embedded System.
IEEE Trans. Very Large Scale Integr. Syst., 2019

One-to-one disjoint path covers in hypercubes with faulty edges.
J. Supercomput., 2019

Ultra-Dense Ring-Shaped Racetrack Memory Cache Design.
IEEE Trans. Circuits Syst. I Regul. Pap., 2019

A Novel MTJ-Based Non-Volatile Ternary Content-Addressable Memory for High-Speed, Low-Power, and High-Reliable Search Operation.
IEEE Trans. Circuits Syst. I Regul. Pap., 2019

Novel Radiation Hardening Read/Write Circuits Using Feedback Connections for Spin-Orbit Torque Magnetic Random Access Memory.
IEEE Trans. Circuits Syst. I Regul. Pap., 2019

Addressing Failure and Aging Degradation in MRAM/MeRAM-on-FDSOI Integration.
IEEE Trans. Circuits Syst. I Regul. Pap., 2019

Exploiting Spin-Orbit Torque Devices As Reconfigurable Logic for Circuit Obfuscation.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2019

An STT-MRAM Based in Memory Architecture for Low Power Integral Computing.
IEEE Trans. Computers, 2019

Efficient technique for <i>ab-initio</i> calculation of magnetocrystalline anisotropy energy.
Comput. Phys. Commun., 2019

Erase-hidden and Drivability-improved Magnetic Non-Volatile Flip-Flops with NAND-SPIN Devices.
CoRR, 2019

Accelerating CNN Training by Sparsifying Activation Gradients.
CoRR, 2019

Multi-Port 1R1W Transpose Magnetic Random Access Memory by Hierarchical Bit-Line Switching.
IEEE Access, 2019

Low-Power (1T1N) Skyrmionic Synapses for Spiking Neuromorphic Systems.
IEEE Access, 2019

Low-Power, High-Speed and High-Density Magnetic Non-Volatile SRAM Design with Voltage-Gated Spin-Orbit Torque.
Proceedings of the IEEE/ACM International Symposium on Nanoscale Architectures, 2019

High speed and reliable Sensing Scheme with Three Voltages for STT-MRAM.
Proceedings of the IEEE/ACM International Symposium on Nanoscale Architectures, 2019

Thermal Stable and Fast Perpendicular Shape Anisotropy Magnetic Tunnel Junction.
Proceedings of the IEEE/ACM International Symposium on Nanoscale Architectures, 2019

Spintronic Memories: From Memory to Computing-in-Memory.
Proceedings of the IEEE/ACM International Symposium on Nanoscale Architectures, 2019

Process Variation-Resilient STT-MTJ based TRNG using Linear Correcting Codes.
Proceedings of the IEEE/ACM International Symposium on Nanoscale Architectures, 2019

Shaped Content Addressable Memory Based On Spin Orbit Torque Driven Chiral Domain Wall Motions.
Proceedings of the IEEE/ACM International Symposium on Nanoscale Architectures, 2019

Exploiting Near-Memory Processing Architectures for Bayesian Neural Networks Acceleration.
Proceedings of the 2019 IEEE Computer Society Annual Symposium on VLSI, 2019

Pj-AxMTJ: Process-in-memory with Joint Magnetization Switching for Approximate Computing in Magnetic Tunnel Junction.
Proceedings of the 2019 IEEE Computer Society Annual Symposium on VLSI, 2019

Ultra-fast and Energy-efficient Write-Computing Operation for Neuromorphic Computing.
Proceedings of the 2019 International SoC Design Conference, 2019

Modulation and Demodulation of Digital Frequency Shift Keying System Based on Spin Torque Nano Oscillator with Voltage Controlled Magnetic Anisotropy Effect.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2019

SR-WTA: Skyrmion Racing Winner-Takes-All Module for Spiking Neural Computing.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2019

Magnetic Skyrmion-Based Neural Recording System Design for Brain Machine Interface.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2019

A Skyrmion Racetrack Memory based Computing In-memory Architecture for Binary Neural Convolutional Network.
Proceedings of the 2019 on Great Lakes Symposium on VLSI, 2019

Voltage-Controlled Magnetoelectric Memory Bit-cell Design With Assisted Body-bias in FD-SOI.
Proceedings of the 2019 on Great Lakes Symposium on VLSI, 2019

CORN: In-Buffer Computing for Binary Neural Network.
Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2019

eSLAM: An Energy-Efficient Accelerator for Real-Time ORB-SLAM on FPGA Platform.
Proceedings of the 56th Annual Design Automation Conference 2019, 2019

ZUMA: Enabling Direct Insertion/Deletion Operations with Emerging Skyrmion Racetrack Memory.
Proceedings of the 56th Annual Design Automation Conference 2019, 2019

Ultra-low power consumption Spintronics Devices.
Proceedings of the 13th IEEE International Conference on ASIC, 2019

2018
A Fast and Power-Efficient Hardware Architecture for Visual Feature Detection in Affine-SIFT.
IEEE Trans. Circuits Syst. I Regul. Pap., 2018

Design and Fabrication of Full Wheatstone-Bridge-Based Angular GMR Sensors.
Sensors, 2018

Power Supply Noise Aware Task Scheduling on Homogeneous 3D MPSoCs Considering the Thermal Constraint.
J. Comput. Sci. Technol., 2018

Construction for trees with unique minimum dominating sets.
Int. J. Comput. Math. Comput. Syst. Theory, 2018

Upper bounds on the bondage number of the strong product of a graph and a tree.
Int. J. Comput. Math., 2018

Matchings extend to Hamiltonian cycles in 5-cube.
Discuss. Math. Graph Theory, 2018

Construction for Trees without vertices contained in all minimum dominating sets.
Ars Comb., 2018

A Full-Sensing-Margin Dual-Reference Sensing Scheme for Deeply-Scaled STT-RAM.
IEEE Access, 2018

Multi-bit nonvolatile flip-flop based on NAND-like spin transfer torque MRAM.
Proceedings of the IFIP/IEEE International Conference on Very Large Scale Integration, 2018

A Comparative Study on Racetrack Memories: Domain Wall vs. Skyrmion.
Proceedings of the IEEE 7th Non-Volatile Memory Systems and Applications Symposium, 2018

Hardware Acceleration Implementation of Sparse Coding Algorithm with Spintronic Devices.
Proceedings of the 14th IEEE/ACM International Symposium on Nanoscale Architectures, 2018

A Novel Cross-point MRAM with Diode Selector Capable of High-Density, High-Speed, and Low-Power In-Memory Computation.
Proceedings of the 14th IEEE/ACM International Symposium on Nanoscale Architectures, 2018

A Robust Dual Reference Computing-in-Memory Implementation and Design Space Exploration Within STT-MRAM.
Proceedings of the 2018 IEEE Computer Society Annual Symposium on VLSI, 2018

Write Energy Optimization for STT-MRAM Cache with Data Pattern Characterization.
Proceedings of the 2018 IEEE Computer Society Annual Symposium on VLSI, 2018

Emerging Neuromorphic Computing Paradigms Exploring Magnetic Skyrmions.
Proceedings of the 2018 IEEE Computer Society Annual Symposium on VLSI, 2018

MRAM-on-FDSOI Integration: A Bit-Cell Perspective.
Proceedings of the 2018 IEEE Computer Society Annual Symposium on VLSI, 2018

Radiation hardening design for spin-orbit torque magnetic random access memory.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2018

Progresses and challenges of spin orbit torque driven magnetization switching and application (Invited).
Proceedings of the IEEE International Symposium on Circuits and Systems, 2018

NEAR: A Novel Energy Aware Replacement Policy for STT-MRAM LLCs.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2018

Design and Data Management for Magnetic Racetrack Memory.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2018

Enabling Resilient Voltage-Controlled MeRAM Using Write Assist Techniques.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2018

Design Space Exploration of Magnetic Tunnel Junction based Stochastic Computing in Deep Learning.
Proceedings of the 2018 on Great Lakes Symposium on VLSI, 2018

A Scalable Pipelined Dataflow Accelerator for Object Region Proposals on FPGA Platform.
Proceedings of the International Conference on Field-Programmable Technology, 2018

Reliability Emphasized MTJ/CMOS Hybrid Circuit Towards Ultra-Low Power.
Proceedings of the Conference on Design of Circuits and Integrated Systems, 2018

Magnetic skyrmions for future potential memory and logic applications: Alternative information carriers.
Proceedings of the 2018 Design, Automation & Test in Europe Conference & Exhibition, 2018

Spintronics based stochastic computing for efficient Bayesian inference system.
Proceedings of the 23rd Asia and South Pacific Design Automation Conference, 2018

Process variation aware data management for magnetic skyrmions racetrack memory.
Proceedings of the 23rd Asia and South Pacific Design Automation Conference, 2018

High-Density and Fast-Configuration Non-Volatile Look-Up Table Based on NAND-Like Spintronic Memory.
Proceedings of the 2018 IEEE Asia Pacific Conference on Circuits and Systems, 2018

A Novel 15T-4MTJ based Non-volatile Ternary Content-Addressable Memory Cell for High-Speed, Low-Power and High-Reliable Search Operation.
Proceedings of the 2018 IEEE Asia Pacific Conference on Circuits and Systems, 2018

Stability and Variability Emphasized STT-MRAM Sensing Circuit With Performance Enhancement.
Proceedings of the 2018 IEEE Asia Pacific Conference on Circuits and Systems, 2018

2017
Dynamic Dual-Reference Sensing Scheme for Deep Submicrometer STT-MRAM.
IEEE Trans. Circuits Syst. I Regul. Pap., 2017

Robust Ultra-Low Power Non-Volatile Logic-in-Memory Circuits in FD-SOI Technology.
IEEE Trans. Circuits Syst. I Regul. Pap., 2017

Pseudo-Differential Sensing Framework for STT-MRAM: A Cross-Layer Perspective.
IEEE Trans. Computers, 2017

Bondage number of the strong product of two trees.
Discret. Appl. Math., 2017

Interfacial property tuning of heavy metal/CoFeB for large density STT-MRAM.
Proceedings of the 17th Non-Volatile Memory Technology Symposium, 2017

Arithmetic Logic Unit based on all-spin logic devices.
Proceedings of the 15th IEEE International New Circuits and Systems Conference, 2017

Frequency modulation of spin torque nano oscillator with voltage controlled magnetic anisotropy effect.
Proceedings of the IEEE/ACM International Symposium on Nanoscale Architectures, 2017

Compact modeling of high spin transfer torque efficiency double-barrier magnetic tunnel junction.
Proceedings of the IEEE/ACM International Symposium on Nanoscale Architectures, 2017

Proposal for novel magnetic memory device with spin momentum locking materials.
Proceedings of the IEEE/ACM International Symposium on Nanoscale Architectures, 2017

Reconfigurable processing in memory architecture based on spin orbit torque.
Proceedings of the IEEE/ACM International Symposium on Nanoscale Architectures, 2017

Novel Pulsed-Latch Replacement in Non-Volatile Flip-Flop Core.
Proceedings of the 2017 IEEE Computer Society Annual Symposium on VLSI, 2017

Programmable Stateful In-Memory Computing Paradigm via a Single Resistive Device.
Proceedings of the 2017 IEEE International Conference on Computer Design, 2017

Thermosiphon: A thermal aware NUCA architecture for write energy reduction of the STT-MRAM based LLCs.
Proceedings of the 2017 IEEE/ACM International Conference on Computer-Aided Design, 2017

PRESCOTT: Preset-based cross-point architecture for spin-orbit-torque magnetic random access memory.
Proceedings of the 2017 IEEE/ACM International Conference on Computer-Aided Design, 2017

Advanced Low Power Spintronic Memories beyond STT-MRAM.
Proceedings of the on Great Lakes Symposium on VLSI 2017, 2017

Energy Efficient Magnetic Tunnel Junction Based Hybrid LSI Using Multi-Threshold UTBB-FD-SOI Device.
Proceedings of the on Great Lakes Symposium on VLSI 2017, 2017

A true random number generator based on parallel STT-MTJs.
Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2017

Voltage-controlled MRAM for working memory: Perspectives and challenges.
Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2017

Ultrafast spintronic integrated circuits.
Proceedings of the 12th IEEE International Conference on ASIC, 2017

2016
Alleviating Through-Silicon-Via Electromigration for 3-D Integrated Circuits Taking Advantage of Self-Healing Effect.
IEEE Trans. Very Large Scale Integr. Syst., 2016

Temperature Impact Analysis and Access Reliability Enhancement for 1T1MTJ STT-RAM.
IEEE Trans. Reliab., 2016

Perspectives of Racetrack Memory for Large-Capacity On-Chip Memory: From Device to System.
IEEE Trans. Circuits Syst. I Regul. Pap., 2016

Radiation-Induced Soft Error Analysis of STT-MRAM: A Device to Circuit Approach.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2016

All Spin Artificial Neural Networks Based on Compound Spintronic Synapse and Neuron.
IEEE Trans. Biomed. Circuits Syst., 2016

Skyrmion-Electronics: An Overview and Outlook.
Proc. IEEE, 2016

A process-variation-resilient methodology of circuit design by using asymmetrical forward body bias in 28 nm FDSOI.
Microelectron. Reliab., 2016

Read disturbance issue and design techniques for nanoscale STT-MRAM.
J. Syst. Archit., 2016

The bondage number of the strong product of a complete graph with a path and a special starlike tree.
Discret. Math. Algorithms Appl., 2016

Complementary Skyrmion Racetrack Memory with Voltage Manipulation.
CoRR, 2016

Skyrmions as Compact, Robust and Energy-Efficient Interconnects for Domain Wall (DW)-based Systems.
CoRR, 2016

Magnetic skyrmion-based synaptic devices.
CoRR, 2016

Stochastic spintronic device based synapses and spiking neurons for neuromorphic computation.
Proceedings of the IEEE/ACM International Symposium on Nanoscale Architectures, 2016

Ultra-low power all spin logic device acceleration based on voltage controlled magnetic anisotropy.
Proceedings of the IEEE/ACM International Symposium on Nanoscale Architectures, 2016

Dual reference sensing scheme with triple steady states for deeply scaled STT-MRAM.
Proceedings of the IEEE/ACM International Symposium on Nanoscale Architectures, 2016

A novel circuit design of true random number generator using magnetic tunnel junction.
Proceedings of the IEEE/ACM International Symposium on Nanoscale Architectures, 2016

A spin Hall effect-based multi-level cell for MRAM.
Proceedings of the IEEE/ACM International Symposium on Nanoscale Architectures, 2016

Multi-context non-volatile content addressable memory using magnetic tunnel junctions.
Proceedings of the IEEE/ACM International Symposium on Nanoscale Architectures, 2016

Evaluation of spin-Hall-assisted STT-MRAM for cache replacement.
Proceedings of the IEEE/ACM International Symposium on Nanoscale Architectures, 2016

Approximate computing in MOS/spintronic non-volatile full-adder.
Proceedings of the IEEE/ACM International Symposium on Nanoscale Architectures, 2016

Quantitative evaluation of reliability and performance for STT-MRAM.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2016

Spin wave based synapse and neuron for ultra low power neuromorphic computation system.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2016

PDS: pseudo-differential sensing scheme for STT-MRAM.
Proceedings of the 53rd Annual Design Automation Conference, 2016

2015
Guest Editorial for Special Issue on Emerging Memory Technologies - Modeling, Design, and Applications for Multi-Scale Computing.
IEEE Trans. Multi Scale Comput. Syst., 2015

Synchronous 8-bit Non-Volatile Full-Adder based on Spin Transfer Torque Magnetic Tunnel Junction.
IEEE Trans. Circuits Syst. I Regul. Pap., 2015

Spin-Transfer Torque Magnetic Memory as a Stochastic Memristive Synapse for Neuromorphic Systems.
IEEE Trans. Biomed. Circuits Syst., 2015

Compact thermal modeling of spin transfer torque magnetic tunnel junction.
Microelectron. Reliab., 2015

Tunnel Junction with Perpendicular Magnetic Anisotropy: Status and Challenges.
Micromachines, 2015

Spintronics: Emerging Ultra-Low-Power Circuits and Systems beyond MOS Technology.
ACM J. Emerg. Technol. Comput. Syst., 2015

On-Chip Universal Supervised Learning Methods for Neuro-Inspired Block of Memristive Nanodevices.
ACM J. Emerg. Technol. Comput. Syst., 2015

Yield and Reliability Improvement Techniques for Emerging Nonvolatile STT-MRAM.
IEEE J. Emerg. Sel. Topics Circuits Syst., 2015

On restricted edge connectivity of strong product graphs.
Ars Comb., 2015

Realization of neural coding by stochastic switching of magnetic tunnel junction.
Proceedings of the 15th Non-Volatile Memory Technology Symposium, 2015

Nonvolatile radiation hardened DICE latch.
Proceedings of the 15th Non-Volatile Memory Technology Symposium, 2015

Read disturbance issue for nanoscale STT-MRAM.
Proceedings of the IEEE Non-Volatile Memory System and Applications Symposium, 2015

Stochastic computation with Spin Torque Transfer Magnetic Tunnel Junction.
Proceedings of the IEEE 13th International New Circuits and Systems Conference, 2015

An architecture-level cache simulation framework supporting advanced PMA STT-MRAM.
Proceedings of the 2015 IEEE/ACM International Symposium on Nanoscale Architectures, 2015

Robust magnetic full-adder with voltage sensing 2T/2MTJ cell.
Proceedings of the 2015 IEEE/ACM International Symposium on Nanoscale Architectures, 2015

Full-adder circuit design based on all-spin logic device.
Proceedings of the 2015 IEEE/ACM International Symposium on Nanoscale Architectures, 2015

Channel Modeling and Reliability Enhancement Design Techniques for STT-MRAM.
Proceedings of the 2015 IEEE Computer Society Annual Symposium on VLSI, 2015

Energy-efficient neuromorphic computation based on compound spin synapse with stochastic learning.
Proceedings of the 2015 IEEE International Symposium on Circuits and Systems, 2015

Perspectives of racetrack memory based on current-induced domain wall motion: From device to system.
Proceedings of the 2015 IEEE International Symposium on Circuits and Systems, 2015

A body-biasing of readout circuit for STT-RAM with improved thermal reliability.
Proceedings of the 2015 IEEE International Symposium on Circuits and Systems, 2015

Vortex-based spin transfer oscillator compact model for IC design.
Proceedings of the 2015 IEEE International Symposium on Circuits and Systems, 2015

A new self-reference sensing scheme for TLC MRAM.
Proceedings of the 2015 IEEE International Symposium on Circuits and Systems, 2015

Hi-fi playback: tolerating position errors in shift operations of racetrack memory.
Proceedings of the 42nd Annual International Symposium on Computer Architecture, 2015

A High-Speed Robust NVM-TCAM Design Using Body Bias Feedback.
Proceedings of the 25th edition on Great Lakes Symposium on VLSI, GLVLSI 2015, Pittsburgh, PA, USA, May 20, 2015

From device to system: cross-layer design exploration of racetrack memory.
Proceedings of the 2015 Design, Automation & Test in Europe Conference & Exhibition, 2015

Spintronic devices as key elements for energy-efficient neuroinspired architectures.
Proceedings of the 2015 Design, Automation & Test in Europe Conference & Exhibition, 2015

Quantitative modeling of racetrack memory, a tradeoff among area, performance, and power.
Proceedings of the 20th Asia and South Pacific Design Automation Conference, 2015

Recent progresses of STT memory design and applications.
Proceedings of the 2015 IEEE 11th International Conference on ASIC, 2015

Spin orbit torques for ultra-low power computing.
Proceedings of the 2015 IEEE 11th International Conference on ASIC, 2015

2014
Synchronous Non-Volatile Logic Gate Design Based on Resistive Switching Memories.
IEEE Trans. Circuits Syst. I Regul. Pap., 2014

Ultra Low Power Magnetic Flip-Flop Based on Checkpointing/Power Gating and Self-Enable Mechanisms.
IEEE Trans. Circuits Syst. I Regul. Pap., 2014

Compact model of magnetic tunnel junction with stochastic spin transfer torque switching for reliability analyses.
Microelectron. Reliab., 2014

Design and analysis of crossbar architecture based on complementary resistive switching non-volatile memory cells.
J. Parallel Distributed Comput., 2014

Robust learning approach for neuro-inspired nanoscale crossbar architecture.
ACM J. Emerg. Technol. Comput. Syst., 2014

On restricted edge-connectivity of lexicographic product graphs.
Int. J. Comput. Math., 2014

One-step majority-logic-decodable codes enable STT-MRAM for high speed working memories.
Proceedings of the IEEE Non-Volatile Memory Systems and Applications Symposium, 2014

Design and analysis of Racetrack memory based on magnetic domain wall motion in nanowires.
Proceedings of the IEEE/ACM International Symposium on Nanoscale Architectures, 2014

On-chip supervised learning rule for ultra high density neural crossbar using memristor for synapse and neuron.
Proceedings of the IEEE/ACM International Symposium on Nanoscale Architectures, 2014

Spin-transfer torque magnetic memory as a stochastic memristive synapse.
Proceedings of the IEEE International Symposium on Circuits and Systemss, 2014

Ferroelectric tunnel memristor-based neuromorphic network with 1T1R crossbar architecture.
Proceedings of the 2014 International Joint Conference on Neural Networks, 2014

Spintronics for low-power computing.
Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2014

An overview of spin-based integrated circuits.
Proceedings of the 19th Asia and South Pacific Design Automation Conference, 2014

2013
Magnetic Adder Based on Racetrack Memory.
IEEE Trans. Circuits Syst. I Regul. Pap., 2013

Pavlov's Dog Associative Learning Demonstrated on Synaptic-Like Organic Transistors.
Neural Comput., 2013

A low-cost built-in error correction circuit design for STT-MRAM reliability improvement.
Microelectron. Reliab., 2013

Design and analysis of the reference cells for STT-MRAM.
IEICE Electron. Express, 2013

Spin-electronics based logic fabrics.
Proceedings of the 21st IEEE/IFIP International Conference on VLSI and System-on-Chip, 2013

Emerging hybrid logic circuits based on non-volatile magnetic memories.
Proceedings of the IEEE 11th International New Circuits and Systems Conference, 2013

Synchronous full-adder based on complementary resistive switching memory cells.
Proceedings of the IEEE 11th International New Circuits and Systems Conference, 2013

Low power magnetic flip-flop based on checkpointing and self-enable mechanism.
Proceedings of the IEEE 11th International New Circuits and Systems Conference, 2013

Analytical study of complementary memristive synchronous logic gates.
Proceedings of the IEEE/ACM International Symposium on Nanoscale Architectures, 2013

2012
Failure and reliability analysis of STT-MRAM.
Microelectron. Reliab., 2012

Cross-point architecture for spin transfer torque magnetic random access memory
CoRR, 2012

Crossbar architecture based on 2R complementary resistive switching memory cell.
Proceedings of the 2012 IEEE/ACM International Symposium on Nanoscale Architectures, 2012

Bioinspired networks with nanoscale memristive devices that combine the unsupervised and supervised learning approaches.
Proceedings of the 2012 IEEE/ACM International Symposium on Nanoscale Architectures, 2012

Nanodevice-based novel computing paradigms and the neuromorphic approach.
Proceedings of the 2012 IEEE International Symposium on Circuits and Systems, 2012

MRAM crossbar based configurable logic block.
Proceedings of the 2012 IEEE International Symposium on Circuits and Systems, 2012

2011
Design and Modeling of a Neuro-Inspired Learning Circuit Using Nanotube-Based Memory Devices.
IEEE Trans. Circuits Syst. I Regul. Pap., 2011

Design considerations and strategies for high-reliable STT-MRAM.
Microelectron. Reliab., 2011

Embedded MRAM for high-speed computing.
Proceedings of the IEEE/IFIP 19th International Conference on VLSI and System-on-Chip, 2011

High Performance SoC Design Using Magnetic Logic and Memory.
Proceedings of the VLSI-SoC: Advanced Research for Systems on Chip, 2011

Robust neural logic block (NLB) based on memristor crossbar array.
Proceedings of the 2011 IEEE/ACM International Symposium on Nanoscale Architectures, 2011

Design of MRAM based logic circuits and its applications.
Proceedings of the 21st ACM Great Lakes Symposium on VLSI 2010, 2011

Magnetic memory (MRAM), a new area for 2D and 3D SoC/SiP design.
Proceedings of the 21st ACM Great Lakes Symposium on VLSI 2010, 2011

Magnetic Look-Up Table (MLUT) Featuring Radiation Hardness, High Performance and Low Power.
Proceedings of the Reconfigurable Computing: Architectures, Tools and Applications, 2011

2010
Development of a functional model for the Nanoparticle-Organic Memory transistor.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2010), May 30, 2010

Carbon nanotube-based programmable devices for adaptive architectures.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2010), May 30, 2010

Design of embedded MRAM macros for memory-in-logic applications.
Proceedings of the 20th ACM Great Lakes Symposium on VLSI 2009, 2010

High Density Asynchronous LUT Based on Non-volatile MRAM Technology.
Proceedings of the International Conference on Field Programmable Logic and Applications, 2010

2009
TAS-MRAM-Based Low-Power High-Speed Runtime Reconfiguration (RTR) FPGA.
ACM Trans. Reconfigurable Technol. Syst., 2009

Spin transfer torque (STT)-MRAM-based runtime reconfiguration FPGA circuit.
ACM Trans. Embed. Comput. Syst., 2009

Functional Model of Carbon Nanotube Programmable Resistors for Hybrid Nano/CMOS Circuit Design.
Proceedings of the Nano-Net - 4th International ICST Conference, 2009

Nanocomputing Block based Multi-Context FPGA.
Proceedings of the 2009 International Conference on Engineering of Reconfigurable Systems & Algorithms, 2009

2008
Spintronic Device Based Non-volatile Low Standby Power SRAM.
Proceedings of the IEEE Computer Society Annual Symposium on VLSI, 2008

2007
CMOS/Magnetic Hybrid Architectures.
Proceedings of the 14th IEEE International Conference on Electronics, 2007

TAS-MRAM based Non-volatile FPGA logic circuit.
Proceedings of the 2007 International Conference on Field-Programmable Technology, 2007


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