Bo-Cheng Lai

Publication Activity (10 Years)

Years Active: 2002-2024
Publications (10 Years): 32

Top Topics

Distributed Processing

Convolutional Neural Networks

Highly Parallel

Technical Report

Top Venues

IEEE Trans. Very Large Scale Integr. Syst.

Publications

Yi-Ting Wu, Tzu-Yun Yen, Yu-Pei Lin, Bo-Cheng Lai
HeteroEML: Heterogeneous Design Methodology of Edge Machine Learning on CPU+FPGA Platform. AICAS (2024)
Edwin Arkel Rios, Min-Chun Hu, Bo-Cheng Lai
Global-Local Similarity for Efficient Fine-Grained Image Recognition with Vision Transformers. CoRR (2024)
Xiaohan Liu, ChiJui Chen, YanLun Huang, LingChi Yang, Elham E Khoda, Yihui Chen, Scott Hauck, Shih-Chieh Hsu, Bo-Cheng Lai
FPGA Deployment of LFADS for Real-time Neuroscience Experiments. CoRR (2024)
Shi-Yu Huang, Yun-Chen Yang, Yu-Ru Su, Bo-Cheng Lai, Javier M. Duarte, Scott Hauck, Shih-Chieh Hsu, Jin-Xuan Hu, Mark S. Neubauer
Low Latency Edge Classification GNN for Particle Trajectory Tracking on FPGAs. CoRR (2023)
Shi-Yu Huang, Yun-Chen Yang, Yu-Ru Su, Bo-Cheng Lai, Javier M. Duarte, Scott Hauck, Shih-Chieh Hsu, Jin-Xuan Hu, Mark S. Neubauer
Low Latency Edge Classification GNN for Particle Trajectory Tracking on FPGAs. FPL (2023)
Aman Sinha, Pei-Yi Liu, Yuhao Fang, Jhih-Yong Mai, Bo-Cheng Lai
GRONA : A Framework for Gather-and-Reduce On Near-Memory Accelerators. MCSoC (2023)
Aman Sinha, Bo-Cheng Lai, Jhih-Yong Mai
A Bin-Based Indexing for Scalable Range Join on Genomic Data. IEEE ACM Trans. Comput. Biol. Bioinform. 20 (3) (2023)
Aman Sinha, Yuhao Fang, Bo-Cheng Lai
REGAL: Reprogrammable Engines for Genome Analysis on LPDDR4x-based Stacked DRAM. ISCAS (2023)
Abdelrahman Elabd, Vesal Razavimaleki, Shi-Yu Huang, Javier M. Duarte, Markus Atkinson, Gage DeZoort, Peter Elmer, Scott Hauck, Jin-Xuan Hu, Shih-Chieh Hsu, Bo-Cheng Lai, Mark S. Neubauer, Isobel Ojalvo, Savannah Thais, Matthew Trahms
Graph Neural Networks for Charged Particle Tracking on FPGAs. Frontiers Big Data 5 (2022)
Aman Sinha, Huei-Chun Yang, Pei-Yi Liu, Yen-Shi Kuo, Yuhao Fang, Tien-Shuo Chang, Ke-Han Li, Bo-Cheng Lai
DSIM: Distributed Sequence Matching on Near-DRAM Accelerator for Genome Assembly. IEEE J. Emerg. Sel. Topics Circuits Syst. 12 (2) (2022)
Bo-Rong Yan, Edwin Arkel Rios, Wen-Hsien Lee, Bo-Cheng Lai
DLPrPPG: Development and Design of Deep Learning Platform for Remote Photoplethysmography. ISCAS (2022)
Edwin Arkel Rios, Min-Chun Hu, Bo-Cheng Lai
Anime Character Recognition using Intermediate Features Aggregation. ISCAS (2022)
Bo-Cheng Lai, Tzu-Chieh Chiang, Po-Shen Kuo, Wan-Ching Wang, Yan-Lin Hung, Hung-Ming Chen, Chien-Nan Liu, Shyh-Jye Jou
DASC: A DRAM Data Mapping Methodology for Sparse Convolutional Neural Networks. DATE (2022)
Aman Sinha, Jhih-Yong Mai, Bo-Cheng Lai
MSIM: A Highly Parallel Near-Memory Accelerator for MinHash Sketch. SOCC (2022)
Po-Yen Lin, Yen-Shi Kuo, Bo-Cheng Lai
A Highly Parallel Fine-Grained Sort-Merge Join on Near Memory Computing. ISCAS (2022)
Yi-Da Hsin, Yen-Shi Kuo, Bo-Cheng Lai
Distributed Sorting Architecture on Multiple FPGA. VLSI-DAT (2022)
Edwin Arkel Rios, Chih-Chieh Lai, Bo-Rong Yan, Bo-Cheng Lai
Parametric Study of Performance of Remote Photopletysmography System. ISCAS (2021)
Abdelrahman Elabd, Vesal Razavimaleki, Shi-Yu Huang, Javier M. Duarte, Markus Atkinson, Gage DeZoort, Peter Elmer, Jin-Xuan Hu, Shih-Chieh Hsu, Bo-Cheng Lai, Mark Neubauer, Isobel Ojalvo, Savannah Thais
Graph Neural Networks for Charged Particle Tracking on FPGAs. CoRR (2021)
Hung-Ming Chen, Cheng-En Ni, Kang-Yu Chang, Tzu-Chieh Chiang, Shih-Han Chang, Cheng-Yu Chiang, Bo-Cheng Lai, Chien-Nan Liu, Shyh-Jye Jou
On Reconfiguring Memory-Centric AI Edge Devices for CIM. ISOCC (2021)
Edwin Arkel Rios, Wen-Huang Cheng, Bo-Cheng Lai
DAF: re: A Challenging, Crowd-Sourced, Large-Scale, Long-Tailed Dataset For Anime Character Recognition. CoRR (2021)
Bo-En Chen, Bo-Yen Lin, Bo-Cheng Lai
Reconfigurable Database Processor for Query Acceleration on FPGA. VLSI-DAT (2021)
Bo-Cheng Lai, Bo-Ya Chen, Bo-En Chen, Yi-Da Hsin
REMAP+: An Efficient Banking Architecture for Multiple Writes of Algorithmic Memory. IEEE Trans. Very Large Scale Integr. Syst. 28 (3) (2020)
Hung-Ming Chen, Chia-Lin Hu, Kang-Yu Chang, Alexandra Küster, Yu-Hsien Lin, Po-Shen Kuo, Wei-Tung Chao, Bo-Cheng Lai, Chien-Nan Liu, Shyh-Jye Jou
On EDA Solutions for Reconfigurable Memory-Centric AI Edge Applications. ICCAD (2020)
Chien-Ching Lee, Chia-Chun Chuang, Bo-Cheng Lai, Yi-Chia Huang, Jen-Yin Chen, Bor-Shyh Lin
A Novel Smart Assistance System for Blood Vessel Approaching: A Technical Report Based on Oximetry. Sensors 20 (7) (2020)
Bo-Cheng Lai, Chun-Yen Chen, Yi-Da Hsin, Bo-Yen Lin
A Two-Directional BigData Sorting Architecture on FPGAs. IEEE Comput. Archit. Lett. 19 (1) (2020)
Duc-An Pham, Bo-Cheng Lai
Dataflow and microarchitecture co-optimisation for sparse CNN on distributed processing element accelerator. IET Circuits Devices Syst. 14 (8) (2020)
Moustafa Emara, Bo-Cheng Lai
Selective bypassing and mapping for heterogeneous applications on GPGPUs. J. Parallel Distributed Comput. 142 (2020)
Aman Sinha, Bo-Cheng Lai
DP2: A Highly Parallel Range Join for Genome Analysis on Distributed Computing Platform. HPCS (2019)
Bo-Ya Chen, Bo-En Chen, Bo-Cheng Lai
Efficient Write Scheme for Algorithm-Based Multi-Ported Memory. VLSI-DAT (2019)
Bo-Cheng Lai, Jyun-Wei Pan, Chien-Yu Lin
Enhancing Utilization of SIMD-Like Accelerator for Sparse Convolutional Neural Networks. IEEE Trans. Very Large Scale Integr. Syst. 27 (5) (2019)
Bo-Cheng Lai, Tung-Yu Wu, Tsou-Han Chiu, Kun-Chun Li, Chia-Ying Lee, Wei-Chen Chien, Wing Hung Wong
Towards high performance data analytic on heterogeneous many-core systems: A study on Bayesian Sequential Partitioning. J. Parallel Distributed Comput. 122 (2018)
Chien-Yu Lin, Bo-Cheng Lai
Supporting compressed-sparse activations and weights on SIMD-like accelerator for sparse convolutional neural networks. ASP-DAC (2018)
Gung-Yu Pan, Jing-Yang Jou, Bo-Cheng Lai
Scalable Power Management Using Multilevel Reinforcement Learning for Multiprocessors. ACM Trans. Design Autom. Electr. Syst. 19 (4) (2014)
Jongsun Kim, Bo-Cheng Lai, Mau-Chung Frank Chang, Ingrid Verbauwhede
A Cost-Effective Latency-Aware Memory Bus for Symmetric Multiprocessor Systems. IEEE Trans. Computers 57 (12) (2008)
David D. Hwang, Kris Tiri, Alireza Hodjat, Bo-Cheng Lai, Shenglin Yang, Patrick Schaumont, Ingrid Verbauwhede
AES-Based Security Coprocessor IC in 0.18-$muhbox m$CMOS With Resistance to Differential Power Analysis Side-Channel Attacks. IEEE J. Solid State Circuits 41 (4) (2006)
Kris Tiri, David D. Hwang, Alireza Hodjat, Bo-Cheng Lai, Shenglin Yang, Patrick Schaumont, Ingrid Verbauwhede
Prototype IC with WDDL and Differential Routing - DPA Resistance Assessment. CHES (2005)
Kris Tiri, David D. Hwang, Alireza Hodjat, Bo-Cheng Lai, Shenglin Yang, Patrick Schaumont, Ingrid Verbauwhede
A side-channel leakage free coprocessor IC in 0.18µm CMOS for embedded AES-based cryptographic and biometric processing. DAC (2005)
Alireza Hodjat, David Hwang, Bo-Cheng Lai, Kris Tiri, Ingrid Verbauwhede
A 3.84 gbits/s AES crypto coprocessor with modes of operation in a 0.18-µm CMOS technology. ACM Great Lakes Symposium on VLSI (2005)
Bo-Cheng Lai, David Hwang, Sungha Pete Kim, Ingrid Verbauwhede
Reducing radio energy consumption of key management protocols for wireless sensor networks. ISLPED (2004)
David Hwang, Bo-Cheng Lai, Ingrid Verbauwhede
Energy-Memory-Security Tradeoffs in Distributed Sensor Networks. ADHOC-NOW (2004)
Patrick Schaumont, Kazuo Sakiyama, Yi Fan, David D. Hwang, Shenglin Yang, Alireza Hodjat, Bo-Cheng Lai, Ingrid Verbauwhede
Testing ThumbPod: Softcore bugs are hard to find. HLDVT (2003)
Tim Tuan, Bo-Cheng Lai
Leakage power analysis of a 90nm FPGA. CICC (2003)
David D. Hwang, Bo-Cheng Lai, Patrick Schaumont, Kazuo Sakiyama, Yi Fan, Shenglin Yang, Alireza Hodjat, Ingrid Verbauwhede
Design flow for HW / SW acceleration transparency in the thumbpod secure embedded system. DAC (2003)
David Hwang, Bo-Cheng Lai, Patrick Schaumont, Ingrid Verbauwhede
A Security Protocol for Biometric Smart Cards. CARDIS (2002)