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• W4309456063 abstract "Over the past 2 decades, researches in artificial neural networks (ANNs) and deep learning have flourished and enabled the applications of artificial intelligence (AI) in image recognition, natural language processing, medical image analysis, molecular and material science, autopilot and so on. As the application scenarios for AI become more complex, massive perceptual data need to be processed in real-time. Thus, the traditional electronic integrated chips for executing the calculation of ANNs and deep learning algorithms are faced with higher requirements for computation speed and energy consumption. However, due to the unsustainability of Moore’s Law and the failure of the Dennard’s scaling rules, the growth of computing power of the traditional electronic integrated chips based on electronic transistors and von Neumann architecture could difficultly match the rapid growth of data volume. Enabled by silicon-based optoelectronics, analog optical computing can support sub-nanosecond delay and ∼fJ energy consumption efficiency, and provide an alternative method to further greatly improve computing resources and to accelerate deep learning tasks. In Chapter 1, the challenges of electronic computing technologies are briefly explained, and potential solutions including analog optical computing are introduced. Then, separated by four photonic platforms, including coherent integration platform, incoherent integration platform, space-propagation optical platform, and optical fiber platform, the recent important research progresses in analog optical computing are outlined in Chapter 2. Then, the nonlinearity and training algorithm for analog optical computing are summarized and discussed in Chapter 3. In Chapter 4, the prospects and challenges of analog optical computing are pointed out." @default.
• W4309456063 created "2022-11-28" @default.
• W4309456063 creator A5002084024 @default.
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• W4309456063 creator A5061356557 @default.
• W4309456063 date "2022-11-18" @default.
• W4309456063 modified "2023-09-30" @default.
• W4309456063 title "Optoelectronic integrated circuits for analog optical computing: Development and challenge" @default.
• W4309456063 cites W1833198276 @default.
• W4309456063 cites W1965702053 @default.
• W4309456063 cites W1977664984 @default.
• W4309456063 cites W1985592194 @default.
• W4309456063 cites W1985793613 @default.
• W4309456063 cites W1991122136 @default.
• W4309456063 cites W1995341919 @default.
• W4309456063 cites W1997211362 @default.
• W4309456063 cites W2008300604 @default.
• W4309456063 cites W2019959154 @default.
• W4309456063 cites W2020452821 @default.
• W4309456063 cites W2021379807 @default.
• W4309456063 cites W2022248835 @default.
• W4309456063 cites W2028322204 @default.
• W4309456063 cites W2029939668 @default.
• W4309456063 cites W2034573072 @default.
• W4309456063 cites W2039122980 @default.
• W4309456063 cites W2044684119 @default.
• W4309456063 cites W2051270432 @default.
• W4309456063 cites W2053221236 @default.
• W4309456063 cites W2053297984 @default.
• W4309456063 cites W2061171222 @default.
• W4309456063 cites W2068248832 @default.
• W4309456063 cites W2076476236 @default.
• W4309456063 cites W2099610951 @default.
• W4309456063 cites W2103179919 @default.
• W4309456063 cites W2111655361 @default.
• W4309456063 cites W2118706537 @default.
• W4309456063 cites W2128960304 @default.
• W4309456063 cites W2130360162 @default.
• W4309456063 cites W2132729131 @default.
• W4309456063 cites W2135143175 @default.
• W4309456063 cites W2135429325 @default.
• W4309456063 cites W2136922672 @default.
• W4309456063 cites W2138913040 @default.
• W4309456063 cites W2146274038 @default.
• W4309456063 cites W2147608639 @default.
• W4309456063 cites W2152822181 @default.
• W4309456063 cites W2153041354 @default.
• W4309456063 cites W2161218686 @default.
• W4309456063 cites W2168009170 @default.
• W4309456063 cites W2210041622 @default.
• W4309456063 cites W2254450385 @default.
• W4309456063 cites W2333496020 @default.
• W4309456063 cites W2338018404 @default.
• W4309456063 cites W2468172470 @default.
• W4309456063 cites W2533968486 @default.
• W4309456063 cites W2538025098 @default.
• W4309456063 cites W2550362495 @default.
• W4309456063 cites W2582898611 @default.
• W4309456063 cites W2613833839 @default.
• W4309456063 cites W2618530766 @default.
• W4309456063 cites W2739588406 @default.
• W4309456063 cites W2752849906 @default.
• W4309456063 cites W2770947648 @default.
• W4309456063 cites W2775931415 @default.
• W4309456063 cites W2783525259 @default.
• W4309456063 cites W2798062336 @default.
• W4309456063 cites W2798701005 @default.
• W4309456063 cites W2803450791 @default.
• W4309456063 cites W2803706985 @default.
• W4309456063 cites W2804787033 @default.
• W4309456063 cites W2806271655 @default.
• W4309456063 cites W2884851420 @default.
• W4309456063 cites W2887258823 @default.
• W4309456063 cites W2887566712 @default.
• W4309456063 cites W2889476621 @default.
• W4309456063 cites W2889915110 @default.
• W4309456063 cites W2890412128 @default.
• W4309456063 cites W2897941039 @default.
• W4309456063 cites W2898551707 @default.
• W4309456063 cites W2900709571 @default.
• W4309456063 cites W2901312569 @default.
• W4309456063 cites W2906829733 @default.
• W4309456063 cites W2907463061 @default.
• W4309456063 cites W2919115771 @default.
• W4309456063 cites W2923894441 @default.
• W4309456063 cites W2942231644 @default.
• W4309456063 cites W2944119451 @default.
• W4309456063 cites W2947189577 @default.
• W4309456063 cites W2951157809 @default.
• W4309456063 cites W2955431988 @default.
• W4309456063 cites W2956121443 @default.
• W4309456063 cites W2961079966 @default.
• W4309456063 cites W2961408049 @default.
• W4309456063 cites W2962730419 @default.
• W4309456063 cites W2964082513 @default.
• W4309456063 cites W2966081953 @default.

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