Search Results for author: Bo-Cheng Lai

Found 5 papers, 2 papers with code

Global-Local Similarity for Efficient Fine-Grained Image Recognition with Vision Transformers

1 code implementation17 Jul 2024 Edwin Arkel Rios, Min-Chun Hu, Bo-Cheng Lai

Fine-grained recognition involves the classification of images from subordinate macro-categories, and it is challenging due to small inter-class differences.

feature selection Fine-Grained Image Recognition

FPGA Deployment of LFADS for Real-time Neuroscience Experiments

no code implementations2 Feb 2024 Xiaohan Liu, ChiJui Chen, YanLun Huang, LingChi Yang, Elham E Khoda, Yihui Chen, Scott Hauck, Shih-Chieh Hsu, Bo-Cheng Lai

Our implementation shows an inference latency of 41. 97 $\mu$s for processing the data in a single trial on a Xilinx U55C.

Low Latency Edge Classification GNN for Particle Trajectory Tracking on FPGAs

no code implementations20 Jun 2023 Shi-Yu Huang, Yun-Chen Yang, Yu-Ru Su, Bo-Cheng Lai, Javier Duarte, Scott Hauck, Shih-Chieh Hsu, Jin-Xuan Hu, Mark S. Neubauer

In-time particle trajectory reconstruction in the Large Hadron Collider is challenging due to the high collision rate and numerous particle hits.

Edge Classification Graph Neural Network

Graph Neural Networks for Charged Particle Tracking on FPGAs

no code implementations3 Dec 2021 Abdelrahman Elabd, Vesal Razavimaleki, Shi-Yu Huang, Javier Duarte, Markus Atkinson, Gage DeZoort, Peter Elmer, Scott Hauck, Jin-Xuan Hu, Shih-Chieh Hsu, Bo-Cheng Lai, Mark Neubauer, Isobel Ojalvo, Savannah Thais, Matthew Trahms

The determination of charged particle trajectories in collisions at the CERN Large Hadron Collider (LHC) is an important but challenging problem, especially in the high interaction density conditions expected during the future high-luminosity phase of the LHC (HL-LHC).

Translation

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