04509nam 2201081z- 450 991055712790332120210501(CKB)5400000000040775(oapen)https://directory.doabooks.org/handle/20.500.12854/68670(oapen)doab68670(EXLCZ)99540000000004077520202105d2020 |y 0engurmn|---annantxtrdacontentcrdamediacrrdacarrierOptics for AI and AI for OpticsBasel, SwitzerlandMDPI - Multidisciplinary Digital Publishing Institute20201 online resource (162 p.)3-03936-398-0 3-03936-399-9 Artificial intelligence is deeply involved in our daily lives via reinforcing the digital transformation of modern economies and infrastructure. It relies on powerful computing clusters, which face bottlenecks of power consumption for both data transmission and intensive computing. Meanwhile, optics (especially optical communications, which underpin today's telecommunications) is penetrating short-reach connections down to the chip level, thus meeting with AI technology and creating numerous opportunities. This book is about the marriage of optics and AI and how each part can benefit from the other. Optics facilitates on-chip neural networks based on fast optical computing and energy-efficient interconnects and communications. On the other hand, AI enables efficient tools to address the challenges of today's optical communication networks, which behave in an increasingly complex manner. The book collects contributions from pioneering researchers from both academy and industry to discuss the challenges and solutions in each of the respective fields.History of engineering and technologybicsscartificial intelligenceartificial neural networksBCSVMcharge qubitchromatic dispersionclusteringcoherent communicationscoherent detectioncoherent optical communicationcryogenic technologiesdeep neural networkdeep neural networksdigital signal processingentanglementequalizerfailure managementfiber optics communicationshybrid signal processingimage classificationJaynes-Cummings-Hubbard formalismk-nearest neighbor algorithmlight emitting diodemachine learningmodulation format identificationn/aneural networkneural networksnonlinear compensationnonlinear equalizationnonlinear systemsnonlinearity cancellationnonlinearity compensationnonlinearity estimation and compensationoptical communicationsoptical Fast-OFDMoptical fiber communicationsoptical networksoptical performance monitoringoptical transmissionoptimizationOSNR monitoringpassive optical networksphotonic integrated circuitsphotonic neural networkposition-based semiconductor qubitsprobabilistic Bayesian learningquality of transmissionsemiconductor optical amplifierssemiconductor photon communicationshort-reach communicationsupport vector machinestap estimationvisible light communicationvolterra equalizationHistory of engineering and technologyWei Jinlongedt1291777Tao Lau Alan PakedtYi LilinedtGiacoumidis EliasedtCheng QixiangedtWei JinlongothTao Lau Alan PakothYi LilinothGiacoumidis EliasothCheng QixiangothBOOK9910557127903321Optics for AI and AI for Optics3021910UNINA