Shimeng Yu

ORCID

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 166

Top Venues

ISCAS

IEEE Trans. Very Large Scale Integr. Syst.

CoRR

IEEE J. Emerg. Sel. Topics Circuits Syst.

Publications

Yandong Luo, Johan Vanderhaegen, Oleg Rybakov, Martin Kraemer, Niel Warren, Shimeng Yu
A FeFET-Based ADC Offset Robust Compute-In-Memory Architecture for Streaming Keyword Spotting (KWS). IEEE Trans. Emerg. Top. Comput. 12 (1) (2024)
Janak Sharda, Po-Kai Hsu, Shimeng Yu
Accelerator Design using 3D Stacked Capacitorless DRAM for Large Language Models. AICAS (2024)
Omkar Phadke, Halid Mulaosmanovic, Stefan Dünkel, Sven Beyer, Shimeng Yu
Reliability Assesement of Ferroelectric nvCAP for Small-Signal Capacitive Read-Out. IRPS (2024)
Tae-Hyeon Kim, Yuan-Chun Luo, Omkar Phadke, James Read, Shimeng Yu
Engineering nvCap From FEOL to BEOL with Ferroelectric Small-signal Non-destructive Read. IMW (2024)
Yuan-Chun Luo, James Read, Anni Lu, Shimeng Yu
A Cross-layer Framework for Design Space and Variation Analysis of Non-Volatile Ferroelectric Capacitor-Based Compute-in-Memory Accelerators. ASPDAC (2024)
S. J. Ben Yoo, Luis El Srouji, Suman Datta, Shimeng Yu, Jean Anne C. Incorvia, Alberto Salleo, Volker J. Sorger, Juejun Hu, Lionel C. Kimerling, Kristofer Bouchard, Joy Geng, Rishidev Chaudhuri, Charan Ranganath, Randall C. O'Reilly
Towards Reverse-Engineering the Brain: Brain-Derived Neuromorphic Computing Approach with Photonic, Electronic, and Ionic Dynamicity in 3D integrated circuits. CoRR (2024)
Jungyoun Kwak, Gihun Choe, Junmo Lee, Shimeng Yu
Monolithic 3D Transposable 3T Embedded DRAM with Back-end-of-line Oxide Channel Transistor. ISCAS (2024)
Xiaoxuan Yang, Zhangyang Wang, X. Sharon Hu, Chris H. Kim, Shimeng Yu, Miroslav Pajic, Rajit Manohar, Yiran Chen, Hai Helen Li
Neuro-Symbolic Computing: Advancements and Challenges in Hardware-Software Co-Design. IEEE Trans. Circuits Syst. II Express Briefs 71 (3) (2024)
Shimeng Yu, Tae-Hyeon Kim
Semiconductor Memory Technologies: State-of-the-Art and Future Trends. Computer 57 (4) (2024)
Yandong Luo, Shimeng Yu
H3D-Transformer: A Heterogeneous 3D (H3D) Computing Platform for Transformer Model Acceleration on Edge Devices. ACM Trans. Design Autom. Electr. Syst. 29 (3) (2024)
Dipjyoti Das, Lance Fernandes, Prasanna Venkatesan Ravindran, Taeyoung Song, Chinsung Park, Nashrah Afroze, Mengkun Tian, Hang Chen, Winston Chem, Kijoon Kim, Jongho Woo, Suhwan Lim, Kwangsoo Kim, Wanki Kim, Daewon Ha, Shimeng Yu, Suman Datta, Asif Islam Khan
Design Framework for Ferroelectric Gate Stack Engineering of Vertical NAND Structures for Efficient TLC and QLC Operation. IMW (2024)
Po-Kai Hsu, Vaidehi Garg, Anni Lu, Shimeng Yu
A Heterogeneous Platform for 3D NAND-Based In-Memory Hyperdimensional Computing Engine for Genome Sequencing Applications. IEEE Trans. Circuits Syst. I Regul. Pap. 71 (4) (2024)
Junmo Lee, Sunbin Deng, Jungyoun Kwak, Minji Shon, Suman Datta, Shimeng Yu
Optimization of Backside of Silicon-Compatible High Voltage Superlattice Capacitor for 12V-to-6V On-Chip Voltage Conversion. DRC (2024)
Zijian Zhao, Sola Woo, Khandker Akif Aabrar, Sharadindu Gopal Kirtania, Zhouhang Jiang, Shan Deng, Yi Xiao, Halid Mulaosmanovic, Stefan Dünkel, Dominik Kleimaier, Steven Soss, Sven Beyer, Rajiv V. Joshi, Scott Meninger, Mohamed Mohamed, Kijoon Kim, Jongho Woo, Suhwan Lim, Kwangsoo Kim, Wanki Kim, Daewon Ha, Vijaykrishnan Narayanan, Suman Datta, Shimeng Yu, Kai Ni
Paving the Way for Pass Disturb Free Vertical NAND Storage via A Dedicated and String-Compatible Pass Gate. CoRR (2024)
Priyankka Gundlapudi Ravikumar, Prasanna Venkatesan Ravindran, Khandker Akif Aabrar, Taeyoung Song, Sharadindu Gopal Kirtania, Dipjyoti Das, Chinsung Park, Nashrah Afroze, Mengkun Tian, Shimeng Yu, Ahmad Ehtesham Islam, Suman Datta, Souvik Mahapatra, Asif Islam Khan
Comprehensive Time Dependent Dielectric Breakdown (TDDB) Characterization of Ferroelectric Capacitors Under Bipolar Stress Conditions. IRPS (2024)
Junmo Lee, Anni Lu, Wantong Li, Shimeng Yu
NeuroSim V1.4: Extending Technology Support for Digital Compute-in-Memory Toward 1nm Node. IEEE Trans. Circuits Syst. I Regul. Pap. 71 (4) (2024)
Wangxin He, Jian Meng, Sujan Kumar Gonugondla, Shimeng Yu, Naresh R. Shanbhag, Jae-sun Seo
PRIVE: Efficient RRAM Programming with Chip Verification for RRAM-based In-Memory Computing Acceleration. DATE (2023)
Sharadindu Gopal Kirtania, Khandker Akif Aabrar, Asif I. Khan, Shimeng Yu, S. Datta
Cold-FeFET as Embedded Non-Volatile Memory with Unlimited Cycling Endurance. VLSI Technology and Circuits (2023)
Po-Kai Hsu, Weihong Xu, Tajana Rosing, Shimeng Yu
An In-Storage Processing Architecture with 3D NAND Heterogeneous Integration for Spectra Open Modification Search. MEMSYS (2023)
Weihong Xu, Junwei Chen, Po-Kai Hsu, Jaeyoung Kang, Minxuan Zhou, Sumukh Pinge, Shimeng Yu, Tajana Rosing
Proxima: Near-storage Acceleration for Graph-based Approximate Nearest Neighbor Search in 3D NAND. CoRR (2023)
Janak Sharda, Wantong Li, Qiucheng Wu, Shiyu Chang, Shimeng Yu
Temporal Frame Filtering for Autonomous Driving Using 3D-Stacked Global Shutter CIS With IWO Buffer Memory and Near-Pixel Compute. IEEE Trans. Circuits Syst. I Regul. Pap. 70 (5) (2023)
Hongwu Jiang, Shanshi Huang, Wantong Li, Shimeng Yu
ENNA: An Efficient Neural Network Accelerator Design Based on ADC-Free Compute-In-Memory Subarrays. IEEE Trans. Circuits Syst. I Regul. Pap. 70 (1) (2023)
Sola Woo, Gihun Choe, Asif Islam Khan, Suman Datta, Shimeng Yu
Design of Ferroelectric-Metal Field-Effect Transistor for Multi-Level-Cell 3D NAND Flash. IMW (2023)
Jungyoun Kwak, Wantong Li, Shimeng Yu
A Reconfigurable Monolithic 3D Switched-Capacitor DC-DC Converter with Back-End-of-Line Oxide Channel Transistor. MWSCAS (2023)
Wantong Li, Madison Manley, James Read, Ankit Kaul, Muhannad S. Bakir, Shimeng Yu
H3DAtten: Heterogeneous 3-D Integrated Hybrid Analog and Digital Compute-in-Memory Accelerator for Vision Transformer Self-Attention. IEEE Trans. Very Large Scale Integr. Syst. 31 (10) (2023)
Shanshi Huang, Hongwu Jiang, Shimeng Yu
Hardware-aware Quantization/Mapping Strategies for Compute-in-Memory Accelerators. ACM Trans. Design Autom. Electr. Syst. 28 (3) (2023)
Omkar Phadke, Khandker Akif Aabrar, Yuan-chun Luo, Sharadindu Gopal Kirtania, Asif Islam Khan, Suman Datta, Shimeng Yu
Low-Frequency Noise Characteristics of Ferroelectric Field-Effect Transistors. IRPS (2023)
Minah Lee, Anni Lu, Mandovi Mukherjee, Shimeng Yu, Saibal Mukhopadhyay
CLUE: Cross-Layer Uncertainty Estimator for Reliable Neural Perception using Processing-in-Memory Accelerators. IJCNN (2023)
Wantong Li, Yandong Luo, Shimeng Yu
RAWAtten: Reconfigurable Accelerator for Window Attention in Hierarchical Vision Transformers. DATE (2023)
Wantong Li, Xitie Zhang, Junmo Lee, F. Levent Degertekin, Shaolan Li, Shimeng Yu
Enabling Ultra-Low Power Ultrasound Imaging with Compute-in-Memory Sparse Reconstruction Accelerator. BioCAS (2023)
Anni Lu, Jae Hur, Yuan-Chun Luo, Hai Li, Dmitri E. Nikonov, Ian A. Young, Yang-Kyu Choi, Shimeng Yu
Scalable In-Memory Clustered Annealer With Temporal Noise of Charge Trap Transistor for Large Scale Travelling Salesman Problems. IEEE J. Emerg. Sel. Topics Circuits Syst. 13 (1) (2023)
James Read, Wantong Li, Shimeng Yu
Enabling Long-Term Robustness in RRAM-based Compute-In-Memory Edge Devices. ISCAS (2023)
Wantong Li, Junmo Lee, Shimeng Yu
Optimization Strategies for Digital Compute-in-Memory from Comparative Analysis with Systolic Array. AICAS (2023)
Jian-Wei Su, Xin Si, Yen-Chi Chou, Ting-Wei Chang, Wei-Hsing Huang, Yung-Ning Tu, Ruhui Liu, Pei-Jung Lu, Ta-Wei Liu, Jing-Hong Wang, Yen-Lin Chung, Jin-Sheng Ren, Fu-Chun Chang, Yuan Wu, Hongwu Jiang, Shanshi Huang, Sih-Han Li, Shyh-Shyuan Sheu, Chih-I Wu, Chung-Chuan Lo, Ren-Shuo Liu, Chih-Cheng Hsieh, Kea-Tiong Tang, Shimeng Yu, Meng-Fan Chang
Two-Way Transpose Multibit 6T SRAM Computing-in-Memory Macro for Inference-Training AI Edge Chips. IEEE J. Solid State Circuits 57 (2) (2022)
Gihun Choe, Prasanna Venkatesan Ravindran, Anni Lu, Jae Hur, Maximilian Lederer, André Reck, Sarah Lombardo, Nashrah Afroze, Josh Kacher, Asif Islam Khan, Shimeng Yu
Machine Learning Assisted Statistical Variation Analysis of Ferroelectric Transistors: From Experimental Metrology to Predictive Modeling. VLSI Technology and Circuits (2022)
Yandong Luo, Piyush Kumar, Yu-Ching Liao, William Hwang, Fen Xue, Wilman Tsai, Shan X. Wang, Azad Naeemi, Shimeng Yu
Performance Benchmarking of Spin-Orbit Torque Magnetic RAM (SOT-MRAM) for Deep Neural Network (DNN) Accelerators. IMW (2022)
Xiao Lyu, Pragya R. Shrestha, Mengwei Si, Panni Wang, Junkang Li, Kin P. Cheung, Shimeng Yu, Peide D. Ye
Determination of Domain Wall Velocity and Nucleation Time by Switching Dynamics Studies of Ferroelectric Hafnium Zirconium Oxide. VLSI Technology and Circuits (2022)
Wantong Li, Xiaoyu Sun, Shanshi Huang, Hongwu Jiang, Shimeng Yu
A 40-nm MLC-RRAM Compute-in-Memory Macro With Sparsity Control, On-Chip Write-Verify, and Temperature-Independent ADC References. IEEE J. Solid State Circuits 57 (9) (2022)
Yuan-Chun Luo, Anni Lu, Jae Hur, Shaolan Li, Shimeng Yu
Design and Optimization of Non-Volatile Capacitive Crossbar Array for In-Memory Computing. IEEE Trans. Circuits Syst. II Express Briefs 69 (3) (2022)
Yandong Luo, Sourav Dutta, Ankit Kaul, Sung Kyu Lim, Muhannad S. Bakir, Suman Datta, Shimeng Yu
A Compute-in-Memory Hardware Accelerator Design With Back-End-of-Line (BEOL) Transistor Based Reconfigurable Interconnect. IEEE J. Emerg. Sel. Topics Circuits Syst. 12 (2) (2022)
Jian Meng, Injune Yeo, Wonbo Shim, Li Yang, Deliang Fan, Shimeng Yu, Jae-Sun Seo
Sparse and Robust RRAM-based Efficient In-memory Computing for DNN Inference. IRPS (2022)
Zheng Wang, Nujhat Tasneem, Hang Chen, Shimeng Yu, Winston Chern, Asif Islam Khan
Improved Endurance with Electron-Only Switching in Ferroelectric Devices. DRC (2022)
Jungyoun Kwak, Gihun Choe, Shimeng Yu
A monolithic 3D design technology co-optimization with back-end-of-line oxide channel transistor. NANOARCH (2022)
Mohsen Jafarzadeh, Stephen Brooks, Shimeng Yu, Balakrishnan Prabhakaran, Yonas Tadesse
A wearable sensor vest for social humanoid robots with GPGPU, IoT, and modular software architecture. CoRR (2022)
Wantong Li, Qiucheng Wu, Janak Sharda, Shiyu Chang, Shimeng Yu
Temporal Frame Filtering with Near-Pixel Compute for Autonomous Driving. AICAS (2022)
Hongwu Jiang, Wantong Li, Shanshi Huang, Stefan Cosemans, Francky Catthoor, Shimeng Yu
Analog-to-Digital Converter Design Exploration for Compute-in-Memory Accelerators. IEEE Des. Test 39 (2) (2022)
Wantong Li, James Read, Hongwu Jiang, Shimeng Yu
A 40nm RRAM Compute-in-Memory Macro with Parallelism-Preserving ECC for Iso-Accuracy Voltage Scaling. ESSCIRC (2022)
Georgios Ch. Sirakoulis, Alon Ascoli, Ronald Tetzlaff, Shimeng Yu
Guest Editorial Memristive Circuits and Systems for Edge-Computing Applications. IEEE J. Emerg. Sel. Topics Circuits Syst. 12 (4) (2022)
Yandong Luo, Panni Wang, Shimeng Yu
Accelerating On-Chip Training with Ferroelectric-Based Hybrid Precision Synapse. ACM J. Emerg. Technol. Comput. Syst. 18 (2) (2022)
Jae Hur, Yuan-Chun Luo, Anni Lu, Tzu-Han Wang, Shaolan Li, Asif Islam Khan, Shimeng Yu
Nonvolatile Capacitive Crossbar Array for In-Memory Computing. Adv. Intell. Syst. 4 (8) (2022)
Dong Suk Kang, Shimeng Yu
Design-Technology Co-optimization for Cryogenic Tensor Processing Unit. APCCAS (2022)
Shanshi Huang, Xiaoyu Sun, Xiaochen Peng, Hongwu Jiang, Shimeng Yu
Achieving High In Situ Training Accuracy and Energy Efficiency with Analog Non-Volatile Synaptic Devices. ACM Trans. Design Autom. Electr. Syst. 27 (4) (2022)
James Read, Wantong Li, Shimeng Yu
A Method for Reverse Engineering Neural Network Parameters from Compute-in-Memory Accelerators. ISVLSI (2022)
Hongwu Jiang, Wantong Li, Shanshi Huang, Shimeng Yu
A 40nm Analog-Input ADC-Free Compute-in-Memory RRAM Macro with Pulse-Width Modulation between Sub-arrays. VLSI Technology and Circuits (2022)
Jian Meng, Wonbo Shim, Li Yang, Injune Yeo, Deliang Fan, Shimeng Yu, Jae-sun Seo
Temperature-Resilient RRAM-Based In-Memory Computing for DNN Inference. IEEE Micro 42 (1) (2022)
Po-Kai Hsu, Shimeng Yu
In-Memory 3D NAND Flash Hyperdimensional Computing Engine for Energy-Efficient SARS-CoV-2 Genome Sequencing. IMW (2022)
Wonbo Shim, Shimeng Yu
GP3D: 3D NAND Based In-Memory Graph Processing Accelerator. IEEE J. Emerg. Sel. Topics Circuits Syst. 12 (2) (2022)
Saurabh Dash, Yandong Luo, Anni Lu, Shimeng Yu, Saibal Mukhopadhyay
Robust Processing-In-Memory With Multibit ReRAM Using Hessian-Driven Mixed-Precision Computation. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 41 (4) (2022)
Yandong Luo, Yuan-Chun Luo, Shimeng Yu
A Ferroelectric-Based Volatile/Non-Volatile Dual-Mode Buffer Memory for Deep Neural Network Accelerators. IEEE Trans. Computers 71 (9) (2022)
Wantong Li, James Read, Hongwu Jiang, Shimeng Yu
MAC-ECC: In-Situ Error Correction and Its Design Methodology for Reliable NVM-Based Compute-in-Memory Inference Engine. IEEE J. Emerg. Sel. Topics Circuits Syst. 12 (4) (2022)
Anni Lu, Xiaochen Peng, Wantong Li, Hongwu Jiang, Shimeng Yu
NeuroSim Validation with 40nm RRAM Compute-in-Memory Macro. AICAS (2021)
Mohsen Jafarzadeh, Stephen Brooks, Shimeng Yu, Balakrishnan Prabhakaran, Yonas Tadesse
A wearable sensor vest for social humanoid robots with GPGPU, IoT, and modular software architecture. Robotics Auton. Syst. 139 (2021)
Shanshi Huang, Hongwu Jiang, Shimeng Yu
Mitigating Adversarial Attack for Compute-in-Memory Accelerator Utilizing On-chip Finetune. NVMSA (2021)
Yandong Luo, Yuan-Chun Luo, Shimeng Yu
A FeRAM based Volatile/Non-volatile Dual-mode Buffer Memory for Deep Neural Network Training. DATE (2021)
Yandong Luo, Shimeng Yu
AILC: Accelerate On-Chip Incremental Learning With Compute-in-Memory Technology. IEEE Trans. Computers 70 (8) (2021)
Shimeng Yu, Wonbo Shim, Jae Hur, Yuan-chun Luo, Gihun Choe, Wantong Li, Anni Lu, Xiaochen Peng
Compute-in-Memory: From Device Innovation to 3D System Integration. ESSDERC (2021)
Wantong Li, Shanshi Huang, Xiaoyu Sun, Hongwu Jiang, Shimeng Yu
Secure-RRAM: A 40nm 16kb Compute-in-Memory Macro with Reconfigurability, Sparsity Control, and Embedded Security. CICC (2021)
Beomseok Kang, Anni Lu, Yun Long, Daehyun Kim, Shimeng Yu, Saibal Mukhopadhyay
Genetic Algorithm-Based Energy-Aware CNN Quantization for Processing-In-Memory Architecture. IEEE J. Emerg. Sel. Topics Circuits Syst. 11 (4) (2021)
Ankit Kaul, Yandong Luo, Xiaochen Peng, Shimeng Yu, Muhannad S. Bakir
Thermal Reliability Considerations of Resistive Synaptic Devices for 3D CIM System Performance. 3DIC (2021)
Shanshi Huang, Hongwu Jiang, Shimeng Yu
Mitigating Adversarial Attack for Compute-in-Memory Accelerator Utilizing On-chip Finetune. CoRR (2021)
Wantong Li, Xiaoyu Sun, Hongwu Jiang, Shanshi Huang, Shimeng Yu
A 40nm RRAM Compute-in-Memory Macro Featuring On-Chip Write-Verify and Offset-Cancelling ADC References. ESSDERC (2021)
Jian Meng, Li Yang, Xiaochen Peng, Shimeng Yu, Deliang Fan, Jae-Sun Seo
Structured Pruning of RRAM Crossbars for Efficient In-Memory Computing Acceleration of Deep Neural Networks. IEEE Trans. Circuits Syst. II Express Briefs 68 (5) (2021)
Gauthaman Murali, Xiaoyu Sun, Shimeng Yu, Sung Kyu Lim
Heterogeneous Mixed-Signal Monolithic 3-D In-Memory Computing Using Resistive RAM. IEEE Trans. Very Large Scale Integr. Syst. 29 (2) (2021)
Xiaochen Peng, Shanshi Huang, Hongwu Jiang, Anni Lu, Shimeng Yu
DNN+NeuroSim V2.0: An End-to-End Benchmarking Framework for Compute-in-Memory Accelerators for On-Chip Training. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 40 (11) (2021)
Anni Lu, Xiaochen Peng, Yandong Luo, Shanshi Huang, Shimeng Yu
A Runtime Reconfigurable Design of Compute-in-Memory based Hardware Accelerator. DATE (2021)
Wangxin He, Wonbo Shim, Shihui Yin, Xiaoyu Sun, Deliang Fan, Shimeng Yu, Jae-sun Seo
Characterization and Mitigation of Relaxation Effects on Multi-level RRAM based In-Memory Computing. IRPS (2021)
Anni Lu, Xiaochen Peng, Wantong Li, Hongwu Jiang, Shimeng Yu
NeuroSim Simulator for Compute-in-Memory Hardware Accelerator: Validation and Benchmark. Frontiers Artif. Intell. 4 (2021)
Panni Wang, Xiaochen Peng, Wriddhi Chakraborty, Asif Khan, Suman Datta, Shimeng Yu
Cryogenic Performance for Compute-in-Memory Based Deep Neural Network Accelerator. ISCAS (2021)
Shimeng Yu, Wonbo Shim, Xiaochen Peng, Yandong Luo
RRAM for Compute-in-Memory: From Inference to Training. IEEE Trans. Circuits Syst. I Regul. Pap. 68 (7) (2021)
Wonbo Shim, Jian Meng, Xiaochen Peng, Jae-sun Seo, Shimeng Yu
Impact of Multilevel Retention Characteristics on RRAM based DNN Inference Engine. IRPS (2021)
Yuan-Chun Luo, Anni Lu, Jae Hur, Shaolan Li, Shimeng Yu
Design of Non-volatile Capacitive Crossbar Array for In-Memory Computing. IMW (2021)
Wantong Li, Xiaoyu Sun, Hongwu Jiang, Shanshi Huang, Shimeng Yu
A 40nm RRAM Compute-in-Memory Macro Featuring On-Chip Write-Verify and Offset-Cancelling ADC References. ESSCIRC (2021)
Shanshi Huang, Hongwu Jiang, Xiaochen Peng, Wantong Li, Shimeng Yu
Secure XOR-CIM Engine: Compute-In-Memory SRAM Architecture With Embedded XOR Encryption. IEEE Trans. Very Large Scale Integr. Syst. 29 (12) (2021)
Shanshi Huang, Xiaochen Peng, Hongwu Jiang, Yandong Luo, Shimeng Yu
Exploiting Process Variations to Protect Machine Learning Inference Engine from Chip Cloning. ISCAS (2021)
Anni Lu, Xiaochen Peng, Yandong Luo, Shanshi Huang, Shimeng Yu
A Runtime Reconfigurable Design of Compute-in-Memory-Based Hardware Accelerator for Deep Learning Inference. ACM Trans. Design Autom. Electr. Syst. 26 (6) (2021)
Jae Hur, Yuan-Chun Luo, Zheng Wang, Wonbo Shim, Asif Islam Khan, Shimeng Yu
A Technology Path for Scaling Embedded FeRAM to 28nm with 2T1C Structure. IMW (2021)
Anni Lu, Xiaochen Peng, Shimeng Yu
Compute-in-RRAM with Limited On-chip Resources. AICAS (2021)
Boce Lin, Gihun Choe, Jae Hur, Asif Islam Khan, Shimeng Yu, Hua Wang
Experimental RF Characterization of Ferroelectric Hafnium Zirconium Oxide Material at GHz for Microwave Applications. DRC (2021)
Bohan Lin, Yachuan Pang, Bin Gao, Jianshi Tang, Dong Wu, Ting-Wei Chang, Wei-En Lin, Xiaoyu Sun, Shimeng Yu, Meng-Fan Chang, He Qian, Huaqiang Wu
A Highly Reliable RRAM Physically Unclonable Function Utilizing Post-Process Randomness Source. IEEE J. Solid State Circuits 56 (5) (2021)
Shanshi Huang, Hongwu Jiang, Xiaochen Peng, Wantong Li, Shimeng Yu
XOR-CIM: Compute-In-Memory SRAM Architecture with Embedded XOR Encryption. ICCAD (2020)
Jian-Wei Su, Xin Si, Yen-Chi Chou, Ting-Wei Chang, Wei-Hsing Huang, Yung-Ning Tu, Ruhui Liu, Pei-Jung Lu, Ta-Wei Liu, Jing-Hong Wang, Zhixiao Zhang, Hongwu Jiang, Shanshi Huang, Chung-Chuan Lo, Ren-Shuo Liu, Chih-Cheng Hsieh, Kea-Tiong Tang, Shyh-Shyuan Sheu, Sih-Han Li, Heng-Yuan Lee, Shih-Chieh Chang, Shimeng Yu, Meng-Fan Chang
15.2 A 28nm 64Kb Inference-Training Two-Way Transpose Multibit 6T SRAM Compute-in-Memory Macro for AI Edge Chips. ISSCC (2020)
Yandong Luo, Shimeng Yu
Benchmark Non-volatile and Volatile Memory Based Hybrid Precision Synapses for In-situ Deep Neural Network Training. ASP-DAC (2020)
Shimeng Yu, Xiaoyu Sun, Xiaochen Peng, Shanshi Huang
Compute-in-Memory with Emerging Nonvolatile-Memories: Challenges and Prospects. CICC (2020)
Hongwu Jiang, Shanshi Huang, Xiaochen Peng, Shimeng Yu
MINT: Mixed-Precision RRAM-Based IN-Memory Training Architecture. ISCAS (2020)
Xiaochen Peng, Shanshi Huang, Hongwu Jiang, Anni Lu, Shimeng Yu
DNN+NeuroSim V2.0: An End-to-End Benchmarking Framework for Compute-in-Memory Accelerators for On-chip Training. CoRR (2020)
Shimeng Yu
Compute-in-Memory for AI: From Inference to Training. VLSI-DAT (2020)
Yuan-Chun Luo, Jae Hur, Panni Wang, Asif Islam Khan, Shimeng Yu
Modeling Multi-states in Ferroelectric Tunnel Junction. DRC (2020)
Hongwu Jiang, Shanshi Huang, Xiaochen Peng, Jian-Wei Su, Yen-Chi Chou, Wei-Hsing Huang, Ta-Wei Liu, Ruhui Liu, Meng-Fan Chang, Shimeng Yu
A Two-way SRAM Array based Accelerator for Deep Neural Network On-chip Training. DAC (2020)
Xin Si, Rui Liu, Shimeng Yu, Ren-Shuo Liu, Chih-Cheng Hsieh, Kea-Tiong Tang, Qiang Li, Meng-Fan Chang, Jia-Jing Chen, Yung-Ning Tu, Wei-Hsing Huang, Jing-Hong Wang, Yen-Cheng Chiu, Wei-Chen Wei, Ssu-Yen Wu, Xiaoyu Sun
A Twin-8T SRAM Computation-in-Memory Unit-Macro for Multibit CNN-Based AI Edge Processors. IEEE J. Solid State Circuits 55 (1) (2020)
Yandong Luo, Xiaochen Peng, Ryan Hatcher, Titash Rakshit, Jorge Kittl, Mark S. Rodder, Jae-Sun Seo, Shimeng Yu
A Variation Robust Inference Engine Based on STT-MRAM with Parallel Read-Out. ISCAS (2020)

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Publication Activity (10 Years)

Top Topics

Top Venues

Shimeng Yu