Efficient optimisation of physical reservoir computers using only a delayed input. [PDF]
Picco E, Jaurigue L, Lüdge K, Massar S.
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Potential for use of Al/machine learning for pharmacovigilance: Is there a role for regulators?
British Journal of Clinical Pharmacology, EarlyView.
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Epidemiological trends of hepatitis C incidence and death in Mainland China between 2004 and 2018 and its predictions to 2030. [PDF]
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Towards building multilingual language model for medicine. [PDF]
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Multiple myeloma in adolescents and young adults(AYA): global epidemiological trends, risk factors, and future projections (1990-2040). [PDF]
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Dynamic relationships between psychological capital and adaptation in new military recruits: a longitudinal cross-lagged panel network analysis. [PDF]
Zhang Q, Xu C, Li M.
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Bayesian generalized method of moments applied to pseudo-observations in survival analysis. [PDF]
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This paper analyzes the expected time evolution of an auto-regressive (AR) process using self-organized maps (SOM). It investigates how a SOM captures the time information given by the AR input process and how the transitions from one neuron to another one can be understood under a probabilistic perspective. In particular, regions of the map into which
Brighenti, Chiara +1 more
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Tracking an Auto-Regressive Process with Limited Communication
2020 IEEE International Symposium on Information Theory (ISIT), 2020Samples from a high-dimensional AR[1] process are quantized and sent over a time-slotted communication channel of finite capacity. The receiver seeks to form an estimate of the process in real-time. We consider the slow-sampling regime where multiple communication slots occur between two sampling instants.
Rooji Jinan +2 more
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