神經網路光學計算晶片開發計畫;Development of Optical Neural Networks Chip

Please use this identifier to cite or link to this item: http://ir.lib.ncu.edu.tw/handle/987654321/84601

Title:	神經網路光學計算晶片開發計畫;Development of Optical Neural Networks Chip
Authors:	陳啟昌
Contributors:	光電科學與工程學系
Keywords:	神經網路;人工智慧;池式計算;積體光學;奈米光學;neural networks;artificial intelligence;reservoir computing;integrated optics;nano-optics
Date:	2020-12-08
Issue Date:	2020-12-09 09:59:16 (UTC+8)
Publisher:	科技部
Abstract:	本計畫擬使用本實驗室所提出的新型光學神經網路計算系統，並使用奈米光學元件的耦合器與相位調制器，達到提供神經網路非線性函數與優化的功能，以建立積體化的神經網路光學計算晶片。本計畫擬變化各式拓樸連接形態的神經網路，以優化其光學計算之特性。並擬將光學計算系統製作於silicon-on-insulator(SOI)晶片上。我們亦將類神經網路應用，放入全光學人工智慧電腦中進行計算。以此類神經網路奈米晶片所進行之光學計算，在未來可提供大數據等課題一個體積小、速度快的計算平台。 ;We plan to use the optical neural networks proposed by our laboratory to develop an integrated optical neural network chip using nano-optics components. We will use the directional couplers and phase modulators to provide the non-linear function for the neurons and to optimize the neural networks. We will fabricate the device on silicon-on-insulator chip. We will apply the applications of artificial intelligence on the chip. This optical neural network chip could provide an ultra-fast computation platform to the applications of big data.
Relation:	財團法人國家實驗研究院科技政策研究與資訊中心
Appears in Collections:	[Department of Optics and Photonics] Research Project

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