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pro vyhledávání: '"Juneja, Rohan"'
Attention mechanisms are becoming increasingly popular, being used in neural network models in multiple domains such as natural language processing (NLP) and vision applications, especially at the edge. However, attention layers are difficult to map
Externí odkaz:
http://arxiv.org/abs/2405.04206
Autor:
Callaghan, Jackson, Xu, Colleen H., Xin, Jiwen, Cano, Marco Alvarado, Riutta, Anders, Zhou, Eric, Juneja, Rohan, Yao, Yao, Narayan, Madhumita, Hanspers, Kristina, Agrawal, Ayushi, Pico, Alexander R., Wu, Chunlei, Su, Andrew I.
Knowledge graphs are an increasingly common data structure for representing biomedical information. These knowledge graphs can easily represent heterogeneous types of information, and many algorithms and tools exist for querying and analyzing graphs.
Externí odkaz:
http://arxiv.org/abs/2304.09344
Akademický článek
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Autor:
Callaghan J; Department of Integrative Structural and Computational Biology, The Scripps Research Institute, La Jolla, CA 92037, United States., Xu CH; Department of Integrative Structural and Computational Biology, The Scripps Research Institute, La Jolla, CA 92037, United States., Xin J; Department of Integrative Structural and Computational Biology, The Scripps Research Institute, La Jolla, CA 92037, United States., Cano MA; Department of Integrative Structural and Computational Biology, The Scripps Research Institute, La Jolla, CA 92037, United States., Riutta A; Data Science and Biotechnology, Gladstone Institutes, University of California, San Francisco, CA 94158, United States., Zhou E; Department of Integrative Structural and Computational Biology, The Scripps Research Institute, La Jolla, CA 92037, United States., Juneja R; Department of Integrative Structural and Computational Biology, The Scripps Research Institute, La Jolla, CA 92037, United States., Yao Y; Department of Integrative Structural and Computational Biology, The Scripps Research Institute, La Jolla, CA 92037, United States., Narayan M; Department of Integrative Structural and Computational Biology, The Scripps Research Institute, La Jolla, CA 92037, United States., Hanspers K; Data Science and Biotechnology, Gladstone Institutes, University of California, San Francisco, CA 94158, United States., Agrawal A; Data Science and Biotechnology, Gladstone Institutes, University of California, San Francisco, CA 94158, United States., Pico AR; Data Science and Biotechnology, Gladstone Institutes, University of California, San Francisco, CA 94158, United States., Wu C; Department of Integrative Structural and Computational Biology, The Scripps Research Institute, La Jolla, CA 92037, United States., Su AI; Department of Integrative Structural and Computational Biology, The Scripps Research Institute, La Jolla, CA 92037, United States.
Publikováno v:
Bioinformatics (Oxford, England) [Bioinformatics] 2023 Sep 02; Vol. 39 (9).
