Expandable Neuron Cell with Current-Steering DAC for Deep-Learning

Yu Fan Lo, Ming Jie Liu, Muh Tian Shiue

研究成果: 書貢獻/報告類型會議論文篇章同行評審

摘要

For the past few years, AI and deep-learning got a second wind in the development of Brain neuroscience and Big data. In this paper, we describe an analog neuron model by using current-steering DAC circuit which uses analog circuits simulate the internal architecture of the neuron: Dendrites, axon, synapses and soma. The architecture we propose can achieve most of the network architecture, and the expandable neuron architecture that the hardware architecture can be adjusted according to the size of the system for better energy efficiency.

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主出版物標題Proceedings of the 2019 8th International Conference on Innovation, Communication and Engineering, ICICE 2019
編輯Shoou-Jinn Chang, Sheng-Joue Young, Artde Donald Kin-Tak Lam, Liang-Wen Ji, Hao-Ying Lu, Stephen D. Prior
發行者Institute of Electrical and Electronics Engineers Inc.
頁面174-177
頁數4
ISBN(電子)9781728158396
DOIs
出版狀態已出版 - 10月 2019
事件8th International Conference on Innovation, Communication and Engineering, ICICE 2019 - Zhengzhou, Henan Province, China
持續時間: 25 10月 201930 10月 2019

出版系列

名字Proceedings of the 2019 8th International Conference on Innovation, Communication and Engineering, ICICE 2019

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???event.eventtypes.event.conference???8th International Conference on Innovation, Communication and Engineering, ICICE 2019
國家/地區China
城市Zhengzhou, Henan Province
期間25/10/1930/10/19

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