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.+As+we+navigate+the+post-Moore%27s+law+era%252C+the+limitations+of+traditional+electrical+digital+computing%252C+including+process+bottlenecks+and+power+consumption+issues%252C+are+propelling+the+search+for+alternative+computing+paradigms.+Among+various+emerging+technologies%252C+integrated+photonics+stands+out+as+a+promising+solution+for+next-generation+high-performance+computing%252C+thanks+to+the+inherent+advantages+of+light%252C+such+as+low+latency%252C+high+bandwidth%252C+and+unique+multiplexing+techniques.+Furthermore%252C+the+progress+in+photonic+integrated+circuits+(PICs)%252C+which+are+equipped+with+abundant+photoelectronic+components%252C+positions+photonic-electronic+integrated+circuits+as+a+viable+solution+for+high-performance+computing+and+hardware+AI+accelerators.+In+this+review%252C+we+survey+recent+advancements+in+both+PIC-based+digital+and+analog+computing+for+AI%252C+exploring+the+principal+benefits+and+obstacles+of+implementation.+Additionally%252C+we+propose+a+comprehensive+analysis+of+photonic+AI+from+the+perspectives+of+hardware+implementation%252C+accelerator+architecture%252C+and+software-hardware+co-design.+In+the+end%252C+acknowledging+the+existing+challenges%252C+we+underscore+potential+strategies+for+overcoming+these+issues+and+offer+insights+into+the+future+drivers+for+optical+computing.&cdnurl=https%3a%2f%2fth.bing.com%2fth%2fid%2fR.fc701a789f3b03ba8a8a4dc0e33e20a4%3frik%3drwSWaTRjtK1XHA%26pid%3dImgRaw%26r%3d0&exph=630&expw=1200&q=Photonic+Integrated+Circuit+vs+Electronic+Circuit&FORM=IRPRST&ck=29CBD7A0947AF3ECC5B67DC6D8E4C9DB&selectedIndex=28&itb=0)
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