COMPUTER ARCHITECTURE AND PARALLEL PROCESSING/
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Materie / parole chiave: HWANG, KAI; MCGRAW-HILL; 004.01 H991c
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Cataloghi istituzionali, risorse elettroniche, riviste ad accesso aperto, collezioni disponibili e collegamenti per l’accesso accademico.
Streamlined photonic reservoir computer with augmented memory capabilities
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Photonic platforms are gradually emerging as a promising option to encounter the ever-growing demand for artificial intelligence, among which photonic time-delay reservoir computing (TDRC) is widely anticipated. While su...
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Open AccessSpatiotemporal multiplexed photonic reservoir computing: parallel prediction for the high-dimensional dynamics of complex semiconductor laser network
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Accurately forecasting the high-dimensional chaotic dynamics of semiconductor laser (SL) networks is essential in photonics research. In this study, we propose a spatiotemporal multiplexed photonic reservoir computing (S...
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Open AccessEnhanced trajectory reconstruction from sparse and noisy GPS data: A progressive chunked transformer approach
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Trajectory reconstruction from sparse and noisy GPS data is critical for applications such as urban mobility analysis, transportation planning, and navigation systems. However, large sampling intervals and the typically ...
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Open AccessElectrically pumped soliton microcombs on thin-film lithium niobate
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Thin-film lithium niobate (TFLN) has enabled efficient on-chip electro-optic modulation and frequency conversion for information processing and precision measurement. Extending these capabilities with optical frequency c...
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Open AccessPhotonic neural networks at the edge of spatiotemporal chaos in multimode fibers
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Optical computing has gained significant attention as a potential solution to the growing computational demands of machine learning, particularly for tasks requiring large-scale data processing and high energy efficiency...
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Open AccessPrinciples and metrics of extreme learning machines using a highly nonlinear fiber
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Optical computing offers potential for ultra high-speed and low-latency computation by leveraging the intrinsic properties of light, such as parallelism and linear as well as nonlinear ultra-high bandwidth signal transfo...
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Open AccessShort-term effects of transcranial direct current stimulation on pain sensitivity, emotional and cognitive processes in non-suicidal self-injury: a randomised controlled trial
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Background Pain sensitivity is critical for preventing non-suicidal self-injury (NSSI) behaviours; however, individuals engaging in such behaviours often exhibit decreased pain sensitivity, which may undermine this natur...
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Open AccessIntroducción a la programación de GPUs usando Compute Unified Device Architecture (CUDA) /
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Materie / parole chiave: Graphics processing units; Programming; CUDA (Computer architecture); Parallel programming (Computer science); Computer graphics; Electronic books
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InstitucionalAttention Is All You Need
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The dominant sequence transduction models are based on complex recurrent or convolutional neural networks in an encoder-decoder configuration. The best performing models also connect the encoder and decoder through an at...
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