Stop the war!Остановите войну!
for scientists:
default search action
Google
Google Scholar
Semantic Scholar
Internet Archive Scholar
CiteSeerX
ORCIDXiaobo Sharon Hu
Xiaobo Hu 0001 – X. Sharon Hu
Person information
- affiliation: University of Notre Dame, Department of Computer Science and Engineering
Other persons with the same name
- Xiaobo Hu — disambiguation page
Refine list
refinements active!
zoomed in on ?? of ?? records
view refined list in
export refined list as
showing all ?? records
2020 – today
- 2023
[j111]Aviral Shrivastava
, Xiaobo Sharon Hu:
Report on the 2022 Embedded Systems Week (ESWEEK). IEEE Des. Test 40(1): 108-111 (2023)- [c226]Dayane Reis, Ann Franchesca Laguna, Michael T. Niemier, Xiaobo Sharon Hu:
In-Memory Computing Accelerators for Emerging Learning Paradigms. ASP-DAC 2023: 606-611 - [i39]Liu Liu, Shubham Kumar, Simon Thomann, Yogesh Singh Chauhan, Hussam Amrouch, Xiaobo Sharon Hu:
Compact and High-Performance TCAM Based on Scaled Double-Gate FeFETs. CoRR abs/2304.03868 (2023) - 2022
- [j110]Qingrong Huang, Dayane Reis, Chao Li, Di Gao, Michael T. Niemier, Xiaobo Sharon Hu, Mohsen Imani, Xunzhao Yin, Cheng Zhuo:
Computing-In-Memory Using Ferroelectrics: From Single- to Multi-Input Logic. IEEE Des. Test 39(2): 56-64 (2022) - [j109]Suraj Mishra, Danny Z. Chen, X. Sharon Hu:
Image Complexity Guided Network Compression for Biomedical Image Segmentation. ACM J. Emerg. Technol. Comput. Syst. 18(2): 26:1-26:23 (2022) - [j108]Arman Kazemi, Mohammad Mehdi Sharifi, Ann Franchesca Laguna, Franz Müller, Xunzhao Yin, Thomas Kämpfe, Michael T. Niemier, X. Sharon Hu:
FeFET Multi-Bit Content-Addressable Memories for In-Memory Nearest Neighbor Search. IEEE Trans. Computers 71(10): 2565-2576 (2022) - [j107]Suraj Mishra, Yizhe Zhang, Danny Z. Chen, X. Sharon Hu:
Data-Driven Deep Supervision for Medical Image Segmentation. IEEE Trans. Medical Imaging 41(6): 1560-1574 (2022) - [j106]Tian Wang, Junlong Zhou, Liying Li, Gongxuan Zhang, Keqin Li, Xiaobo Sharon Hu:
Deadline and Reliability Aware Multiserver Configuration Optimization for Maximizing Profit. IEEE Trans. Parallel Distributed Syst. 33(12): 3772-3786 (2022) - [j105]Dayane Reis, Haoran Geng, Michael T. Niemier, Xiaobo Sharon Hu:
IMCRYPTO: An In-Memory Computing Fabric for AES Encryption and Decryption. IEEE Trans. Very Large Scale Integr. Syst. 30(5): 553-565 (2022) - [c225]Zheyu Yan, Weiwen Jiang, Xiaobo Sharon Hu, Yiyu Shi:
RADARS: Memory Efficient Reinforcement Learning Aided Differentiable Neural Architecture Search. ASP-DAC 2022: 128-133 - [c224]Muya Chang, Xunzhao Yin, Zoltán Toroczkai, Xiaobo Hu, Arijit Raychowdhury:
An Analog Clock-free Compute Fabric base on Continuous-Time Dynamical System for Solving Combinatorial Optimization Problems. CICC 2022: 1-2 - [c223]Ruixuan Wang, Xun Jiao, X. Sharon Hu:
ODHD: one-class brain-inspired hyperdimensional computing for outlier detection. DAC 2022: 43-48 - [c222]Zheyu Yan, Xiaobo Sharon Hu, Yiyu Shi:
SWIM: selective write-verify for computing-in-memory neural accelerators. DAC 2022: 277-282 - [c221]Mengyuan Li, Ann Franchesca Laguna, Dayane Reis, Xunzhao Yin, Michael T. Niemier, X. Sharon Hu:
iMARS: an in-memory-computing architecture for recommendation systems. DAC 2022: 463-468 - [c220]Liu Liu, Mohammad Mehdi Sharifi, Ramin Rajaei, Arman Kazemi, Kai Ni, Xunzhao Yin, Michael T. Niemier, Xiaobo Sharon Hu:
Eva-CAM: A Circuit/Architecture-Level Evaluation Tool for General Content Addressable Memories. DATE 2022: 1173-1176 - [c219]Zheyu Yan, Xiaobo Sharon Hu, Yiyu Shi:
Computing-In-Memory Neural Network Accelerators for Safety-Critical Systems: Can Small Device Variations Be Disastrous? ICCAD 2022: 87 - [c218]Mengyuan Li, Arman Kazemi, Ann Franchesca Laguna, X. Sharon Hu:
Associative Memory Based Experience Replay for Deep Reinforcement Learning. ICCAD 2022: 135 - [c217]Che-Kai Liu, Haobang Chen, Mohsen Imani, Kai Ni, Arman Kazemi, Ann Franchesca Laguna, Michael T. Niemier, Xiaobo Sharon Hu, Liang Zhao, Cheng Zhuo, Xunzhao Yin:
COSIME: FeFET Based Associative Memory for In-Memory Cosine Similarity Search. ICCAD 2022: 137 - [c216]Jiachen Wang, Tianyu Zhang, Dawei Shen, Xiaobo Sharon Hu, Song Han:
HARP: Hierarchical Resource Partitioning in Dynamic Industrial Wireless Networks. ICDCS 2022: 1029-1039 - [c215]Navjeet Bagga, Kai Ni, Nitanshu Chauhan, Om Prakash, X. Sharon Hu, Hussam Amrouch:
Cleaved-Gate Ferroelectric FET for Reliable Multi-Level Cell Storage. IRPS 2022: 5-1 - [c214]Suraj Mishra, Yizhe Zhang, Li Zhang, Tianyu Zhang, X. Sharon Hu, Danny Z. Chen:
Data-Driven Deep Supervision for Skin Lesion Classification. MICCAI (1) 2022: 721-731 - [c213]Dawei Shen, Tianyu Zhang, Jiachen Wang, Qingxu Deng, Song Han, Xiaobo Sharon Hu:
Distributed Successive Packet Scheduling for Multi-Channel Real-Time Wireless Networks. RTCSA 2022: 71-80 - [c212]Dawei Shen, Tianyu Zhang, Jiachen Wang, Qingxu Deng, Song Han, Xiaobo Sharon Hu:
QoS Guaranteed Resource Allocation for Coexisting eMBB and URLLC Traffic in 5G Industrial Networks. RTCSA 2022: 81-90 - [i38]Zheyu Yan, Xiaobo Sharon Hu, Yiyu Shi:
SWIM: Selective Write-Verify for Computing-in-Memory Neural Accelerators. CoRR abs/2202.08395 (2022) - [i37]Mengyuan Li, Ann Franchesca Laguna, Dayane Reis, Xunzhao Yin, Michael T. Niemier, Xiaobo Sharon Hu:
iMARS: An In-Memory-Computing Architecture for Recommendation Systems. CoRR abs/2202.09433 (2022) - [i36]Ruibin Mao, Bo Wen, Yahui Zhao, Arman Kazemi, Ann Franchesca Laguna, Michael T. Niemier, X. Sharon Hu, Xia Sheng, Catherine E. Graves, John Paul Strachan, Can Li:
Experimentally realized memristive memory augmented neural network. CoRR abs/2204.07429 (2022) - [i35]Zheyu Yan, Xiaobo Sharon Hu, Yiyu Shi:
On the Reliability of Computing-in-Memory Accelerators for Deep Neural Networks. CoRR abs/2205.13018 (2022) - [i34]Zheyu Yan, Xiaobo Sharon Hu, Yiyu Shi:
Computing-In-Memory Neural Network Accelerators for Safety-Critical Systems: Can Small Device Variations Be Disastrous? CoRR abs/2207.07626 (2022) - [i33]Mengyuan Li, Arman Kazemi, Ann Franchesca Laguna, X. Sharon Hu:
Associative Memory Based Experience Replay for Deep Reinforcement Learning. CoRR abs/2207.07791 (2022) - [i32]Che-Kai Liu, Haobang Chen, Mohsen Imani, Kai Ni, Arman Kazemi, Ann Franchesca Laguna, Michael T. Niemier, Xiaobo Sharon Hu, Liang Zhao, Cheng Zhuo, Xunzhao Yin:
COSIME: FeFET based Associative Memory for In-Memory Cosine Similarity Search. CoRR abs/2207.12188 (2022) - [i31]Suraj Mishra, Yizhe Zhang, Li Zhang, Tianyu Zhang, X. Sharon Hu, Danny Z. Chen:
Data-Driven Deep Supervision for Skin Lesion Classification. CoRR abs/2209.01527 (2022) - [i30]Jing Gong, Hassaan Saadat, Hasindu Gamaarachchi, Haris Javaid, Xiaobo Sharon Hu, Sri Parameswaran:
ApproxTrain: Fast Simulation of Approximate Multipliers for DNN Training and Inference. CoRR abs/2209.04161 (2022) - [i29]Yixin Xu, Zijian Zhao, Yi Xiao, Tongguang Yu, Halid Mulaosmanovic, Dominik Kleimaier, Stefan Dünkel, Sven Beyer, Xiao Gong, Rajiv V. Joshi, X. Sharon Hu, Shixian Wen, Amanda Sofie Rios, Kiran Lekkala, Laurent Itti, Eric Homan, Sumitha George, Vijaykrishnan Narayanan, Kai Ni:
Ferroelectric FET based Context-Switching FPGA Enabling Dynamic Reconfiguration for Adaptive Deep Learning Machines. CoRR abs/2212.00089 (2022) - 2021
- [j104]Rolf Ernst, Xiaobo Sharon Hu:
Autonomous Systems Design - A Virtual Roundtable. Computer 54(11): 17-25 (2021) - [j103]Xiaowei Xu, Xinyi Zhang, Bei Yu, Xiaobo Sharon Hu, Christopher Rowen, Jingtong Hu, Yiyu Shi:
DAC-SDC Low Power Object Detection Challenge for UAV Applications. IEEE Trans. Pattern Anal. Mach. Intell. 43(2): 392-403 (2021) - [j102]Yue Xi, Bin Gao, Jianshi Tang, An Chen, Meng-Fan Chang, Xiaobo Sharon Hu, Jan Van der Spiegel, He Qian, Huaqiang Wu:
In-memory Learning with Analog Resistive Switching Memory: A Review and Perspective. Proc. IEEE 109(1): 14-42 (2021) - [j101]Liliana Cucu-Grosjean, Xiaobo Sharon Hu:
Guest editorial: Special issue on Real-Time Systems Symposium (RTSS). Real Time Syst. 57(3): 265-267 (2021) - [j100]Liying Li, Junlong Zhou, Tongquan Wei, Mingsong Chen, Xiaobo Sharon Hu:
Learning-Based Modeling and Optimization for Real-Time System Availability. IEEE Trans. Computers 70(4): 581-594 (2021) - [j99]Weiwen Jiang, Qiuwen Lou, Zheyu Yan, Lei Yang, Jingtong Hu, Xiaobo Sharon Hu, Yiyu Shi:
Device-Circuit-Architecture Co-Exploration for Computing-in-Memory Neural Accelerators. IEEE Trans. Computers 70(4): 595-605 (2021) - [j98]Bi Wu, Zhaohao Wang, Yuxuan Li, Ying Wang, Dijun Liu, Weisheng Zhao, Xiaobo Sharon Hu:
A NAND-SPIN-Based Magnetic ADC. IEEE Trans. Circuits Syst. II Express Briefs 68(2): 617-621 (2021) - [j97]Tianyu Zhang, Tao Gong, Song Han, Qingxu Deng, Xiaobo Sharon Hu:
Fully Distributed Packet Scheduling Framework for Handling Disturbances in Lossy Real-Time Wireless Networks. IEEE Trans. Mob. Comput. 20(2): 502-518 (2021) - [c211]Dayane Reis, Ann Franchesca Laguna, Michael T. Niemier, Xiaobo Sharon Hu:
Attention-in-Memory for Few-Shot Learning with Configurable Ferroelectric FET Arrays. ASP-DAC 2021: 49-54 - [c210]Hussam Amrouch, Xiaobo Sharon Hu, Mohsen Imani, Ann Franchesca Laguna, Michael T. Niemier, Simon Thomann, Xunzhao Yin, Cheng Zhuo:
Cross-layer Design for Computing-in-Memory: From Devices, Circuits, to Architectures and Applications. ASP-DAC 2021: 132-139 - [c209]Zheyu Yan, Da-Cheng Juan, Xiaobo Sharon Hu, Yiyu Shi:
Uncertainty Modeling of Emerging Device based Computing-in-Memory Neural Accelerators with Application to Neural Architecture Search. ASP-DAC 2021: 859-864 - [c208]Suraj Mishra, Danny Z. Chen, X. Sharon Hu:
INVITED: kCC-Net for Compression of Biomedical Image Segmentation Networks. DAC 2021: 1343-1346 - [c207]Dayane Reis, Ann Franchesca Laguna, Michael T. Niemier, Xiaobo Sharon Hu:
Exploiting FeFETs via Cross-Layer Design from In-memory Computing Circuits to Meta-Learning Applications. DATE 2021: 306-311 - [c206]Mengyuan Li, Xiaobo Sharon Hu:
A Quantization Framework for Neural Network Adaption at the Edge. DATE 2021: 402-407 - [c205]Arman Kazemi, Mohammad Mehdi Sharifi, Ann Franchesca Laguna, Franz Müller, Ramin Rajaei, Ricardo Olivo, Thomas Kämpfe, Michael T. Niemier, X. Sharon Hu:
In-Memory Nearest Neighbor Search with FeFET Multi-Bit Content-Addressable Memories. DATE 2021: 1084-1089 - [c204]Ann Franchesca Laguna, Arman Kazemi, Michael T. Niemier, X. Sharon Hu:
In-Memory Computing based Accelerator for Transformer Networks for Long Sequences. DATE 2021: 1839-1844 - [c203]Xiaolong Guo, Song Han, X. Sharon Hu, Xun Jiao, Yier Jin, Fanxin Kong, Michael Lemmon:
Towards scalable, secure, and smart mission-critical IoT systems: review and vision. EMSOFT 2021: 1-10 - [c202]Mingdai Yang, Mohammad Reza Jokar, Junyi Qiu, Qiuwen Lou, Yuming Liu, Aditi Udupa, Frederic T. Chong, John M. Dallesasse, Milton Feng, Lynford L. Goddard, X. Sharon Hu, Yanjing Li:
A Hybrid Optical-Electrical Analog Deep Learning Accelerator Using Incoherent Optical Signals. ACM Great Lakes Symposium on VLSI 2021: 271-276 - [c201]Hussam Amrouch, Di Gao, Xiaobo Sharon Hu, Arman Kazemi, Ann Franchesca Laguna, Kai Ni, Michael T. Niemier, Mohammad Mehdi Sharifi, Simon Thomann, Xunzhao Yin, Cheng Zhuo:
ICCAD Tutorial Session Paper Ferroelectric FET Technology and Applications: From Devices to Systems. ICCAD 2021: 1-8 - [c200]Ramin Rajaei, Michael T. Niemier, Xiaobo Sharon Hu:
Low-Cost Sequential Logic Circuit Design Considering Single Event Double-Node Upsets and Single Event Transients. ICCD 2021: 178-185 - [c199]Suraj Mishra, Danny Z. Chen, X. Sharon Hu:
Objective-Dependent Uncertainty Driven Retinal Vessel Segmentation. ISBI 2021: 453-457 - [c198]Arman Kazemi, Shubham Sahay, Ayush Saxena, Mohammad Mehdi Sharifi, Michael T. Niemier, X. Sharon Hu:
A Flash-Based Multi-Bit Content-Addressable Memory with Euclidean Squared Distance. ISLPED 2021: 1-6 - [c197]Arman Kazemi, Mohammad Mehdi Sharifi, Zhuowen Zou, Michael T. Niemier, X. Sharon Hu, Mohsen Imani:
MIMHD: Accurate and Efficient Hyperdimensional Inference Using Multi-Bit In-Memory Computing. ISLPED 2021: 1-6 - [c196]Mohammad Mehdi Sharifi, Lillian Pentecost, Ramin Rajaei, Arman Kazemi, Qiuwen Lou, Gu-Yeon Wei, David M. Brooks, Kai Ni, X. Sharon Hu, Michael T. Niemier, Marco Donato:
Application-driven Design Exploration for Dense Ferroelectric Embedded Non-volatile Memories. ISLPED 2021: 1-6 - [c195]Jiachen Wang, Tianyu Zhang, Dawei Shen, Xiaobo Sharon Hu, Song Han:
APaS: An Adaptive Partition-Based Scheduling Framework for 6TiSCH Networks. RTAS 2021: 320-332 - [c194]Jiachen Wang, Tianyu Zhang, Song Han, Xiaobo Sharon Hu:
Demo Abstract: A Full-Blown 6TiSCH Network with Partition-based Resource Management for Large-Scale Real-Time Wireless Applications. RTAS 2021: 521-522 - [c193]Simon Thomann, Chao Li, Cheng Zhuo, Om Prakash, Xunzhao Yin, Xiaobo Sharon Hu, Hussam Amrouch:
On the Reliability of In-Memory Computing: Impact of Temperature on Ferroelectric TCAM. VTS 2021: 1-6 - [i28]Suraj Mishra, Danny Z. Chen, X. Sharon Hu:
Objective-Dependent Uncertainty Driven Retinal Vessel Segmentation. CoRR abs/2104.08554 (2021) - [i27]Mohammad Mehdi Sharifi, Lillian Pentecost, Ramin Rajaei, Arman Kazemi, Qiuwen Lou, Gu-Yeon Wei, David Brooks, Kai Ni, X. Sharon Hu, Michael T. Niemier, Marco Donato:
Application-driven Design Exploration for Dense Ferroelectric Embedded Non-volatile Memories. CoRR abs/2106.11757 (2021) - [i26]Arman Kazemi, Mohammad Mehdi Sharifi, Zhuowen Zou, Michael T. Niemier, X. Sharon Hu, Mohsen Imani:
MIMHD: Accurate and Efficient Hyperdimensional Inference Using Multi-Bit In-Memory Computing. CoRR abs/2106.12029 (2021) - [i25]Suraj Mishra, Danny Z. Chen, X. Sharon Hu:
Image Complexity Guided Network Compression for Biomedical Image Segmentation. CoRR abs/2107.02927 (2021) - [i24]Zheyu Yan, Da-Cheng Juan, Xiaobo Sharon Hu, Yiyu Shi:
Uncertainty Modeling of Emerging Device-based Computing-in-Memory Neural Accelerators with Application to Neural Architecture Search. CoRR abs/2107.06871 (2021) - [i23]Zheyu Yan, Weiwen Jiang, Xiaobo Sharon Hu, Yiyu Shi:
RADARS: Memory Efficient Reinforcement Learning Aided Differentiable Neural Architecture Search. CoRR abs/2109.05691 (2021) - [i22]Xunzhao Yin, Franz Müller, Ann Franchesca Laguna, Chao Li, Wenwen Ye, Qingrong Huang, Qinming Zhang, Zhiguo Shi, Maximilian Lederer, Nellie Laleni, Shan Deng, Zijian Zhao, Michael T. Niemier, Xiaobo Sharon Hu, Cheng Zhuo, Thomas Kämpfe, Kai Ni:
Deep Random Forest with Ferroelectric Analog Content Addressable Memory. CoRR abs/2110.02495 (2021) - [i21]Dayane Reis, Haoran Geng, Michael T. Niemier, Xiaobo Sharon Hu:
IMCRYPTO: An In-Memory Computing Fabric for AES Encryption and Decryption. CoRR abs/2112.02231 (2021) - 2020
- [j96]Ferenc Molnár, Shubha R. Kharel, Xiaobo Sharon Hu, Zoltán Toroczkai:
Accelerating a continuous-time analog SAT solver using GPUs. Comput. Phys. Commun. 256: 107469 (2020) - [j95]Xiaoming Chen, Kai Ni, Michael T. Niemier, Dayane Reis, Xiaoyu Sun, Panni Wang, Suman Datta, Xiaobo Sharon Hu, Xunzhao Yin, Matthew Jerry, Shimeng Yu, Ann Franchesca Laguna:
The Impact of Ferroelectric FETs on Digital and Analog Circuits and Architectures. IEEE Des. Test 37(1): 79-99 (2020) - [j94]Daniel Zhang, Yue Ma, Xiaobo Sharon Hu, Dong Wang:
Toward Privacy-Aware Task Allocation in Social Sensing-Based Edge Computing Systems. IEEE Internet Things J. 7(12): 11384-11400 (2020) - [j93]Chang Leng, Ying Qiao, Xiaobo Sharon Hu, Hongan Wang:
Co-scheduling aperiodic real-time tasks with end-to-end firm and soft deadlines in two-stage systems. Real Time Syst. 56(4): 391-451 (2020) - [j92]Yue Ma, Junlong Zhou, Thidapat Chantem, Robert P. Dick, Shige Wang, Xiaobo Sharon Hu:
Online Resource Management for Improving Reliability of Real-Time Systems on "Big-Little" Type MPSoCs. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 39(1): 88-100 (2020) - [j91]Yue Ma, Junlong Zhou, Thidapat Chantem, Robert P. Dick, Shige Wang, Xiaobo Sharon Hu:
Improving Reliability of Soft Real-Time Embedded Systems on Integrated CPU and GPU Platforms. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 39(10): 2218-2229 (2020) - [j90]Mohsen Imani, Xunzhao Yin, John Messerly, Saransh Gupta, Michael T. Niemier, Xiaobo Sharon Hu, Tajana Rosing:
SearcHD: A Memory-Centric Hyperdimensional Computing With Stochastic Training. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 39(10): 2422-2433 (2020) - [j89]Haitong Wang, Neil C. Audsley, Xiaobo Sharon Hu, Wanli Chang:
Meshed Bluetree: Time-Predictable Multimemory Interconnect for Multicore Architectures. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 39(11): 3787-3798 (2020) - [j88]Di Gao, Dayane Reis, Xiaobo Sharon Hu, Cheng Zhuo:
Eva-CiM: A System-Level Performance and Energy Evaluation Framework for Computing-in-Memory Architectures. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 39(12): 5011-5024 (2020) - [j87]Bi Wu, Weisheng Zhao, Xiaobo Sharon Hu, Pengcheng Dai, Zhaohao Wang, Chao Wang, Ying Wang, Jianlei Yang, Yuanqing Cheng, Dijun Liu, Youguang Zhang:
Bulkyflip: A NAND-SPIN-Based Last-Level Cache With Bandwidth-Oriented Write Management Policy. IEEE Trans. Circuits Syst. I Regul. Pap. 67-I(1): 108-120 (2020) - [j86]Bi Wu, Chao Wang, Zhaohao Wang, Ying Wang, Deming Zhang, Dijun Liu, Youguang Zhang, Xiaobo Sharon Hu:
Field-Free 3T2SOT MRAM for Non-Volatile Cache Memories. IEEE Trans. Circuits Syst. 67-I(12): 4660-4669 (2020) - [j85]X. Sharon Hu:
Editorial: A Message from the New Editor-in-Chief. ACM Trans. Design Autom. Electr. Syst. 25(6): 49e:1-49e:2 (2020) - [j84]Dayane Reis, Jonathan Takeshita, Taeho Jung, Michael T. Niemier, Xiaobo Sharon Hu:
Computing-in-Memory for Performance and Energy-Efficient Homomorphic Encryption. IEEE Trans. Very Large Scale Integr. Syst. 28(11): 2300-2313 (2020) - [c192]Mengyuan Li, Xunzhao Yin, Xiaobo Sharon Hu, Cheng Zhuo:
Nonvolatile and Energy-Efficient FeFET-Based Multiplier for Energy-Harvesting Devices. ASP-DAC 2020: 562-567 - [c191]Arman Kazemi, Cristobal Alessandri, Alan C. Seabaugh, Xiaobo Sharon Hu, Michael T. Niemier, Siddharth Joshi:
A Device Non-Ideality Resilient Approach for Mapping Neural Networks to Crossbar Arrays. DAC 2020: 1-6 - [c190]Dayane Reis, Ann Franchesca Laguna, Michael T. Niemier, Xiaobo Sharon Hu:
A Fast and Energy Efficient Computing-in-Memory Architecture for Few-Shot Learning Applications. DATE 2020: 127-132 - [c189]Mohammad Mehdi Sharifi, Ramin Rajaei, Patsy Cadareanu, Pierre-Emmanuel Gaillardon, Yier Jin, Michael T. Niemier, Xiaobo Sharon Hu:
A Novel TIGFET-based DFF Design for Improved Resilience to Power Side-Channel Attacks. DATE 2020: 1253-1258 - [c188]David Brooks, Martin M. Frank, Tayfun Gokmen, Udit Gupta, Xiaobo Sharon Hu, Shubham Jain, Ann Franchesca Laguna, Michael T. Niemier, Ian O'Connor, Anand Raghunathan, Ashish Ranjan, Dayane Reis, Jacob R. Stevens, Carole-Jean Wu, Xunzhao Yin:
Emerging Neural Workloads and Their Impact on Hardware. DATE 2020: 1462-1471 - [c187]Dayane Reis, Di Gao, Shaahin Angizi, Xunzhao Yin, Deliang Fan, Michael T. Niemier, Cheng Zhuo, Xiaobo Sharon Hu:
Modeling and Benchmarking Computing-in-Memory for Design Space Exploration. ACM Great Lakes Symposium on VLSI 2020: 39-44 - [c186]Zhenhua Zhu, Hanbo Sun, Kaizhong Qiu, Lixue Xia, Gokul Krishnan, Guohao Dai, Dimin Niu, Xiaoming Chen, Xiaobo Sharon Hu, Yu Cao, Yuan Xie, Yu Wang, Huazhong Yang:
MNSIM 2.0: A Behavior-Level Modeling Tool for Memristor-based Neuromorphic Computing Systems. ACM Great Lakes Symposium on VLSI 2020: 83-88 - [c185]Dongning Ma, Xunzhao Yin, Michael T. Niemier, Xiaobo Sharon Hu, Xun Jiao:
AxR-NN: Approximate Computation Reuse for Energy-Efficient Convolutional Neural Networks. ACM Great Lakes Symposium on VLSI 2020: 363-368 - [c184]Ann Franchesca Laguna, Hasindu Gamaarachchi, Xunzhao Yin, Michael T. Niemier, Sri Parameswaran, Xiaobo Sharon Hu:
Seed-and-Vote based In-Memory Accelerator for DNA Read Mapping. ICCAD 2020: 56:1-56:9 - [c183]Xiaotian Dai, Shuai Zhao, Yu Jiang, Xun Jiao, Xiaobo Sharon Hu, Wanli Chang:
Fixed-Priority Scheduling and Controller Co-Design for Time-Sensitive Networks. ICCAD 2020: 99:1-99:9 - [c182]Kai Ni, Aniket Gupta, Om Prakash, Simon Thomann, Xiaobo Sharon Hu, Hussam Amrouch:
Impact of Extrinsic Variation Sources on the Device-to-Device Variation in Ferroelectric FET. IRPS 2020: 1-5 - [c181]Aniket Gupta, Kai Ni, Om Prakash, Xiaobo Sharon Hu, Hussam Amrouch:
Temperature Dependence and Temperature-Aware Sensing in Ferroelectric FET. IRPS 2020: 1-5 - [c180]Suraj Mishra, Danny Z. Chen, Xiaobo Sharon Hu:
A Data-Aware Deep Supervised Method for Retinal Vessel Segmentation. ISBI 2020: 1254-1257 - [c179]Arman Kazemi, Ramin Rajaei, Kai Ni, Suman Datta, Michael T. Niemier, Xiaobo Sharon Hu:
A Hybrid FeMFET-CMOS Analog Synapse Circuit for Neural Network Training and Inference. ISCAS 2020: 1-5 - [c178]Ramin Rajaei, Yen-Kai Lin, Sayeef S. Salahuddin, Michael T. Niemier, Xiaobo Sharon Hu:
Dynamic Memory and Sequential Logic Design using Negative Capacitance FinFETs. ISCAS 2020: 1-5 - [c177]Qiuwen Lou, Tianqi Gao, Patrick Faley, Michael T. Niemier, Xiaobo Sharon Hu, Siddharth Joshi:
Embedding error correction into crossbars for reliable matrix vector multiplication using emerging devices. ISLPED 2020: 139-144 - [c176]Ramin Rajaei, Yen-Kai Lin, Sayeef S. Salahuddin, Michael T. Niemier, Xiaobo Sharon Hu:
GC-eDRAM design using hybrid FinFET/NC-FinFET. ISLPED 2020: 199-204 - [c175]Jonathan Takeshita, Dayane Reis, Ting Gong, Michael T. Niemier, X. Sharon Hu, Taeho Jung:
Algorithmic Acceleration of B/FV-Like Somewhat Homomorphic Encryption for Compute-Enabled RAM. SAC 2020: 66-89 - [i20]Arman Kazemi, Ramin Rajaei, Kai Ni, Suman Datta, Michael T. Niemier, Xiaobo Sharon Hu:
A Hybrid FeMFET-CMOS Analog Synapse Circuit for Neural Network Training and Inference. CoRR abs/2004.00703 (2020) - [i19]Xunzhao Yin, Chao Li, Qingrong Huang, Li Zhang, Michael T. Niemier, Xiaobo Sharon Hu, Cheng Zhuo, Kai Ni:
FeCAM: A Universal Compact Digital and Analog Content Addressable Memory Using Ferroelectric. CoRR abs/2004.01866 (2020) - [i18]Arman Kazemi, Cristobal Alessandri, Alan C. Seabaugh, Xiaobo Sharon Hu, Michael T. Niemier, Siddharth Joshi:
A Device Non-Ideality Resilient Approach for Mapping Neural Networks to Crossbar Arrays. CoRR abs/2004.06094 (2020) - [i17]Dayane Reis, Jonathan Takeshita, Taeho Jung, Michael T. Niemier, Xiaobo Sharon Hu:
Computing-in-Memory for Performance and Energy Efficient Homomorphic Encryption. CoRR abs/2005.03002 (2020) - [i16]Daniel Yue Zhang, Yue Ma, Xiaobo Sharon Hu, Dong Wang:
Towards Privacy-aware Task Allocation in Social Sensing based Edge Computing Systems. CoRR abs/2006.03178 (2020) - [i15]Arman Kazemi, Mohammad Mehdi Sharifi, Ann Franchesca Laguna, Franz Müller, Ramin Rajaei, Ricardo Olivo, Thomas Kämpfe, Michael T. Niemier, Xiaobo Sharon Hu:
In-Memory Nearest Neighbor Search with FeFET Multi-Bit Content-Addressable Memories. CoRR abs/2011.07095 (2020) - [i14]Jonathan Takeshita, Dayane Reis, Ting Gong, Michael T. Niemier, Xiaobo Sharon Hu, Taeho Jung:
Algorithmic Acceleration of B/FV-like Somewhat Homomorphic Encryption for Compute-Enabled RAM. IACR Cryptol. ePrint Arch. 2020: 1223 (2020)
2010 – 2019
- 2019
- [j83]An Chen, Vivek De, Xiaobo Sharon Hu, Michael T. Niemier