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1BitBlade: Energy-Efficient Variable Bit-Precision Hardware Accelerator for Quantized Neural Networks
المؤلفون: Sungju Ryu, Hyungjun Kim, Wooseok Yi, Eunhwan Kim, Yulhwa Kim, Taesu Kim, Jae-Joon Kim
المصدر: IEEE Journal of Solid-State Circuits. 57:1924-1935
مصطلحات موضوعية: Electrical and Electronic Engineering
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2دورية أكاديمية
المؤلفون: Seungchul Jung, Hyungwoo Lee, Sungmeen Myung, Hyunsoo Kim, Seung Keun Yoon, Soon-Wan Kwon, Yongmin Ju, Minje Kim, Wooseok Yi, Shinhee Han, Baeseong Kwon, Boyoung Seo, Kilho Lee, Gwan-Hyeo
المصدر: Nature, Nature. 601(7892):211-216
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3
المؤلفون: Daehyun Ahn, Jae-Joon Kim, Wooseok Yi, Jaeha Kung, Junki Park
المصدر: IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems. 39:1889-1901
مصطلحات موضوعية: Hardware architecture, Artificial neural network, Computer science, Computation, Pipeline (computing), 02 engineering and technology, Parallel computing, Computer Graphics and Computer-Aided Design, Column (database), 020202 computer hardware & architecture, Matrix (mathematics), 0202 electrical engineering, electronic engineering, information engineering, Hardware acceleration, Pruning (decision trees), Electrical and Electronic Engineering, Software, Sparse matrix
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4
المؤلفون: Seungchul Jung, Hyungwoo Lee, Sungmeen Myung, Hyunsoo Kim, Seung Keun Yoon, Soon-Wan Kwon, Yongmin Ju, Minje Kim, Wooseok Yi, Shinhee Han, Baeseong Kwon, Boyoung Seo, Kilho Lee, Gwan-Hyeob Koh, Kangho Lee, Yoonjong Song, Changkyu Choi, Donhee Ham, Sang Joon Kim
المصدر: Nature. 601(7892)
مصطلحات موضوعية: Multidisciplinary
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5
المؤلفون: Wooseok Yi, Jae-Joon Kim, Hyungjun Kim, Sungju Ryu
المصدر: DAC
مصطلحات موضوعية: 010302 applied physics, Artificial neural network, Computer science, 02 engineering and technology, 01 natural sciences, 020202 computer hardware & architecture, Reduction (complexity), CMOS, Computer engineering, 0103 physical sciences, Scalability, 0202 electrical engineering, electronic engineering, information engineering, Hardware acceleration, Overhead (computing), Bitwise operation, Efficient energy use
URL الوصول: https://explore.openaire.eu/search/publication?articleId=doi_________::08724551f4c0594d0ebf2fc601da23f0
https://doi.org/10.1145/3316781.3317784 -
6
المؤلفون: Wooseok Yi, Jae-Joon Kim, Yulhwa Kim
المصدر: DATE
مصطلحات موضوعية: 010302 applied physics, Artificial neural network, Computer science, 02 engineering and technology, Memristor, Sense (electronics), Variation (game tree), 01 natural sciences, Binary neural network, 020202 computer hardware & architecture, law.invention, law, Margin (machine learning), 0103 physical sciences, 0202 electrical engineering, electronic engineering, information engineering, Multiplication, Algorithm, Word (computer architecture)
URL الوصول: https://explore.openaire.eu/search/publication?articleId=doi_________::9ea0012c39f36d24ef1d5ca29c183790
https://doi.org/10.23919/date.2019.8714817 -
7
المؤلفون: Jaeha Kung, Junki Park, Wooseok Yi, Jae-Joon Kim
المصدر: DATE
مصطلحات موضوعية: Artificial neural network, Computer science, business.industry, Deep learning, Computation, 020208 electrical & electronic engineering, 02 engineering and technology, 020202 computer hardware & architecture, Computer engineering, 0202 electrical engineering, electronic engineering, information engineering, Overhead (computing), Multiplication, Artificial intelligence, Pruning (decision trees), business, Sparse matrix
URL الوصول: https://explore.openaire.eu/search/publication?articleId=doi_________::6db0bac58a9335cbad406467284b081b
https://doi.org/10.23919/date.2018.8341971 -
8
المؤلفون: Jae-Joon Kim, Wooseok Yi, Junki Park
المصدر: RSP
مصطلحات موضوعية: Restricted Boltzmann machine, Computer science, business.industry, 020208 electrical & electronic engineering, 02 engineering and technology, Image (mathematics), Generative model, Statistical classification, 0202 electrical engineering, electronic engineering, information engineering, Feature (machine learning), 020201 artificial intelligence & image processing, System on a chip, Field-programmable gate array, business, MNIST database, Computer hardware
URL الوصول: https://explore.openaire.eu/search/publication?articleId=doi_________::975314db01fcae3b47f9d2f62ca71b71
https://doi.org/10.1145/3130265.3138856 -
9مؤتمر
المؤلفون: Sungju Ryu, Hyungjun Kim, Wooseok Yi, Jae-Joon Kim
المصدر: DAC: Annual ACM/IEEE Design Automation Conference; 2019, Issue 56, p277-282, 6p