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10.1038/s41377-025-01970-3

http://scihub22266oqcxt.onion/10.1038/s41377-025-01970-3
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suck abstract from ncbi


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pmid40908283
      Light+Sci+Appl 2025 ; 14 (1 ): 302
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  • Nonlinear optoelectronic engine drives monolithic integrated photonic computing #MMPMID40908283
  • Zhu S ; Zhu NH
  • Light Sci Appl 2025[Sep]; 14 (1 ): 302 PMID40908283 show ga
  • The rapidly growing computational demands of artificial intelligence (AI) and complex optimization tasks are increasingly straining conventional electronic architectures, driving the search for novel, energy-efficient processing paradigms. Photonic computing, which harnesses the unique properties of light to perform computation, has emerged as a compelling alternative. This perspective highlights a key advancement: a versatile nonlinear optoelectronic engine based on integrated photodetectors and micro-ring modulators (PD?+?MRM). This engine enables crucial functionalities like nonlinear activation and signal relay, forming a core building block for monolithic photonic processors. Its application in integrating optical Ising machines for optimization and optical recurrent neural networks (RNNs) for AI has been examined recently. The PD?+?MRM unit's inherent compactness, efficiency, and on-chip reconfigurable nonlinearity address historical photonic computing challenges, signaling a shift towards more versatile and scalable monolithic photonic processors.
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