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Sökning: WFRF:(Villani Gianluca)

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1.
  • Villani, Edoardo, et al. (författare)
  • Dry eye and cataract surgery: Narrative review and recommendations for management
  • 2023
  • Ingår i: European Journal of Ophthalmology. - : SAGE PUBLICATIONS LTD. - 1120-6721 .- 1724-6016.
  • Forskningsöversikt (refereegranskat)abstract
    • Cataract surgery is the most frequently performed surgical procedure in the elderly in Western countries and patients expectations for postoperative outcomes are very high. Dry eye disease (DED) is a common multifactorial symptomatic disease of the ocular surface with a complex etiopathogenesis and a prevalence significantly increasing with age. Cataract surgery and DED have a complex relationship, which needs to be acknowledged, understood, and properly managed, as suggested by daily clinical experience and growing scientific evidence. The surgical procedure can have a relevant impact on the tear film and the ocular surface, and it can, usually transiently, induce or exacerbate DED symptoms. Moreover, preoperative DED can affect surgical refractive outcomes, while postoperative DED symptoms can significantly worsen patients reported outcomes and satisfaction. At the end of this narrative review summarizing the evidence on this topic, the "Dry Eye and Cataract Surgery" subcommittee of the DROPS workshop formulated some recommendations for ocular surface and DED management pre-, intra-, and post-cataract surgery.
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2.
  • Villani, Gianluca, et al. (författare)
  • Analysis of free recall dynamics of an abstract working memory model
  • 2020
  • Ingår i: 2020 American Control Conference  (ACC). - : IEEE. ; , s. 2562-2567
  • Konferensbidrag (refereegranskat)abstract
    • This paper analyzes the free recall dynamics of a working memory model. Free recalling is the reactivation of a stored pattern in the memory in the absence of the pattern. Our free recall model is based on an abstract model of a modular neural network composed on N modules, hypercolumns, each of which is a bundle of minicolumns. This paper considers a network of N modules, each consisting of two minicolumns, over a complete graph topology. We analyze the free recall dynamics assuming a constant, and homogeneous coupling between the network modules. We obtain a sufficient condition for synchronization of network's minicolumns whose activities are positively correlated. Furthermore, for the synchronized network, the bifurcation analysis of one module is presented. This analysis gives a necessary condition for having a stable limit cycle as the attractor of each module. The latter implies recalling a stored pattern. Numerical results are provided to verify the theoretical analysis.
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