Yu Bai

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 28

Top Topics

Convolutional Neural Network

Top Venues

ACM Great Lakes Symposium on VLSI

Publications

Richard C. Yarnell, Mousam Hossain, Raul Graterol, Ayush Pindoria, Sujan Ghimire, Muhtasim Alam Chowdhury, Soheil Salehi, Yu Bai, Ronald F. DeMara
Educational Tool-spaces for Convolutional Neural Network FPGA Design Space Exploration Using High-Level Synthesis. ACM Great Lakes Symposium on VLSI (2024)
Rui Tian, Danqing Liu, Yu Bai, Yu Jin, Guanliang Wan, Yanhui Guo
Swin-MSP: A Shifted Windows Masked Spectral Pretraining Model for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Mingshuo Liu, Miao Yin, Kevin Han, Ronald F. DeMara, Bo Yuan, Yu Bai
Algorithm and hardware co-design co-optimization framework for LSTM accelerator using quantized fully decomposed tensor train. Internet Things 22 (2023)
Mingshuo Liu, Kevin Han, Shiyi Luo, Mingze Pan, Mousam Hossain, Bo Yuan, Ronald F. DeMara, Yu Bai
An Efficient Video Prediction Recurrent Network using Focal Loss and Decomposed Tensor Train for Imbalance Dataset. ACM Great Lakes Symposium on VLSI (2021)
Ashkan Samiee, Payal Borulkar, Ronald F. DeMara, Peiyi Zhao, Yu Bai
Low-Energy Acceleration of Binarized Convolutional Neural Networks Using a Spin Hall Effect Based Logic-in-Memory Architecture. IEEE Trans. Emerg. Top. Comput. 9 (2) (2021)
Mingshuo Liu, Shiyi Luo, Kevin Han, Bo Yuan, Ronald F. DeMara, Yu Bai
An Efficient Real-Time Object Detection Framework on Resource-Constricted Hardware Devices via Software and Hardware Co-design. ASAP (2021)
Kalyan Sahu, Yu Bai, Yoonsuk Choi
Supervised Sentiment Analysis of Twitter Handle of President Trump with Data Visualization Technique. CCWC (2020)
Oscar Olazabal, Mikhail I. Gofman, Yu Bai, Yoonsuk Choi, Noel Sandico, Sinjini Mitra, Kevin Pham
Multimodal Biometrics for Enhanced IoT Security. CCWC (2019)
Ashkan Samiee, Yunchuan Sun, Ronald F. DeMara, Yoonsuk Choi, Yu Bai
Energy Efficient Mobile Service Computing With Differential Spintronic-C-Elements: A Logic-in-Memory Asynchronous Computing Paradigm. IEEE Access 7 (2019)
Siyu Liao, Ashkan Samiee, Chunhua Deng, Yu Bai, Bo Yuan
Compressing Deep Neural Networks Using Toeplitz Matrix: Algorithm Design and Fpga Implementation. ICASSP (2019)
Mohammed Alawad, Yu Bai, Ronald F. DeMara, Mingjie Lin
Robust and Large-Scale Convolution through Stochastic-Based Processing without Multipliers. IEEE Trans. Emerg. Top. Comput. 7 (1) (2019)
Yanhui Guo, Han Cao, Jianjun Bai, Yu Bai
High Efficient Deep Feature Extraction and Classification of Spectral-Spatial Hyperspectral Image Using Cross Domain Convolutional Neural Networks. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 12 (1) (2019)
Yanhui Guo, Xijie Yin, Xuechen Zhao, Dongxin Yang, Yu Bai
Hyperspectral image classification with SVM and guided filter. EURASIP J. Wirel. Commun. Netw. 2019 (2019)
Shaahin Angizi, Zhezhi He, Yu Bai, Jie Han, Mingjie Lin, Ronald F. DeMara, Deliang Fan
Leveraging Spintronic Devices for Efficient Approximate Logic and Stochastic Neural Networks. ACM Great Lakes Symposium on VLSI (2018)
Yanhui Guo, Siming Han, Chuanhe Shen, Ying Li, Xijie Yin, Yu Bai
An Adaptive SVR for High-Frequency Stock Price Forecasting. IEEE Access 6 (2018)
Ashkan Samiee, Yinjie Huang, Yu Bai
FRLDM: Empowering K-nearest Neighbor (KNN) through FPGA-based Reduced-rank Local Distance Metric. IEEE BigData (2018)
Yu Bai, Deliang Fan, Mingjie Lin
Stochastic-Based Synapse and Soft-Limiting Neuron with Spintronic Devices for Low Power and Robust Artificial Neural Networks. IEEE Trans. Multi Scale Comput. Syst. 4 (3) (2018)
Yanhui Guo, Han Cao, Siming Han, Yunchuan Sun, Yu Bai
Spectral-Spatial HyperspectralImage Classification With K-Nearest Neighbor and Guided Filter. IEEE Access 6 (2018)
Yu Bai, Ronald F. DeMara, Jia Di, Mingjie Lin
Clockless Spintronic Logic: A Robust and Ultra-Low Power Computing Paradigm. IEEE Trans. Computers 67 (5) (2018)
Divya Geethakumari Anil, Yu Bai, Yoonsuk Choi
Performance evaluation of ternary computation in SRAM design using graphene nanoribbon field effect transistors. CCWC (2018)
Caiwen Ding, Siyu Liao, Yanzhi Wang, Zhe Li, Ning Liu, Youwei Zhuo, Chao Wang, Xuehai Qian, Yu Bai, Geng Yuan, Xiaolong Ma, Yipeng Zhang, Jian Tang, Qinru Qiu, Xue Lin, Bo Yuan
CirCNN: accelerating and compressing deep neural networks using block-circulant weight matrices. MICRO (2017)
Yu Bai, X. Sharon Hu, Ronald F. DeMara, Mingjie Lin
A Spin-Orbit Torque based Cellular Neural Network (CNN) Architecture. ACM Great Lakes Symposium on VLSI (2017)
Yanhui Guo, Siming Han, Ying Li, Cuifen Zhang, Yu Bai
K-Nearest Neighbor combined with guided filter for hyperspectral image classification. IIKI (2017)
Azadeh Famili, Yoonsuk Choi, Yu Bai
High efficient reconfigurable PUF through spin hall-induced coupled-oscillators. MWSCAS (2017)
Caiwen Ding, Siyu Liao, Yanzhi Wang, Zhe Li, Ning Liu, Youwei Zhuo, Chao Wang, Xuehai Qian, Yu Bai, Geng Yuan, Xiaolong Ma, Yipeng Zhang, Jian Tang, Qinru Qiu, Xue Lin, Bo Yuan
CirCNN: Accelerating and Compressing Deep Neural Networks Using Block-CirculantWeight Matrices. CoRR (2017)
Yanhui Guo, Lin Meng, Xiaobing Tang, Yufeng Shi, Han Cao, Yu Bai
Artificial Haze Immune Algorithm for Image Processing. IIKI (2016)
Yu Bai, Mingjie Lin
Stochastic-Based Spin-Programmable Gate Array with Emerging MTJ Device Technology (Abstract Only). FPGA (2016)
Yu Bai, Bo Hu, Weidong Kuang, Mingjie Lin
Ultra-Robust Null Convention Logic Circuit with Emerging Domain Wall Devices. ACM Great Lakes Symposium on VLSI (2016)
Yu Bai, Mingjie Lin
Energy-Efficient Discrete Signal Processing with Field Programmable Analog Arrays (FPAAs). FPGA (2015)
Yu Bai, Mingjie Lin
Universal Random Number Generation with Field-Programmable Analog Array and Magnetic Tunneling Junction (MTJ) Devices. CIT/IUCC/DASC/PICom (2015)
Yu Bai, Mingjie Lin
Stochastically computing discrete Fourier transform with reconfigurable digital fabric. ReConFig (2014)
Yu Bai, Mohammed Alawad, Mingjie Lin
Optimally mitigating BTI-induced FPGA device aging with discriminative voltage scaling (abstract only). FPGA (2014)
Mohammed Alawad, Yu Bai, Ronald F. DeMara, Mingjie Lin
Energy-efficient multiplier-less discrete convolver through probabilistic domain transformation. FPGA (2014)
Yu Bai, Mohammed Alawad, Michael Riera, Mingjie Lin
Improving memory performance in reconfigurable computing architecture through hardware-assisted dynamic graph. ReConFig (2013)
Yu Bai, Abigail Fuentes-Rivera, Mingjie Lin, Mike Riera
Exploiting algorithmic-level memory parallelism in distributed logic-memory architecture through hardware-assisted dynamic graph (abstract only). FPGA (2013)
Yu Bai, Abigail Fuentes-Rivera, Michael Riera, Mohammed Alawad, Mingjie Lin
Boosting Memory Performance of Many-Core FPGA Device through Dynamic Precedence Graph. FCCM (2013)
Mingjie Lin, Yu Bai, John Wawrzynek
Selectively Fortifying Reconfigurable Computing Device to Achieve Higher Error Resilience. J. Electr. Comput. Eng. 2012 (2012)
Mingjie Lin, Yu Bai, John Wawrzynek
Discriminatively Fortified Computing with Reconfigurable Digital Fabric. HASE (2011)
Yu Bai, Weidong Kuang
Design of Asynchronous Circuits on FPGAs for Soft Error Tolerance. DSD (2011)