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Very Dispersive Ni@C along with Co@C Nanoparticles Produced from Metal-Organic Monolayers for Improved Photocatalytic Carbon dioxide Lowering.
[This corrects the article DOI 10.3389/fnins.2019.00423.]. Copyright © 2020 Bubbico, Chiacchiaretta, Parenti, di Marco, Panara, Sepede, Ferretti and Perrucci.Spiking neural networks (SNNs) are the third generation of neural networks and can explore both rate and temporal coding for energy-efficient event-driven computation. However, the decision accuracy of existing SNN designs is contingent upon processing a large number of spikes over a long period. Nevertheless, the switching power of SNN hardware accelerators is proportional to the number of spikes processed while the length of spike trains limits throughput and static power efficiency. This paper presents the first study on developing temporal compression to significantly boost throughput and reduce energy dissipation of digital hardware SNN accelerators while being applicable to multiple spike codes. The proposed compression architectures consist of low-cost input spike compression units, novel input-and-output-weighted spiking neurons, and reconfigurable time constant scaling to support large and flexible time compression ratios. Our compression architectures can be transparently applied to any given pre-designed SNNs employing either rate or temporal codes while incurring minimal modification of the neural models, learning algorithms, and hardware design. Using spiking speech and image recognition datasets, we demonstrate the feasibility of supporting large time compression ratios of up to 16×, delivering up to 15.93×, 13.88×, and 86.21× improvements in throughput, energy dissipation, the tradeoffs between hardware area, runtime, energy, and classification accuracy, respectively based on different spike codes on a Xilinx Zynq-7000 FPGA. These results are achieved while incurring little extra hardware overhead. selleck Copyright © 2020 Xu, Zhang, Liu and Li.Alzheimer's and Parkinson's diseases are the most prevalent neurodegenerative disorders in aging. Hyposmia has been described as an early symptom that can precede cognitive and motor deficits by decades. Certain regions within the olfactory system, such as the anterior olfactory nucleus, display the neuropathological markers tau and amyloid-β or α-synuclein from the earliest stages of disease progression in a preferential manner. Specific neuronal subpopulations, namely those expressing somatostatin (SST), are preferentially affected throughout the olfactory and limbic systems. SST is a neuropeptide present in a subpopulation of GABAergic interneurons throughout the brain and its main function is to inhibit principal neurons and/or other interneurons. It has been reported that SST expression is reduced by 50% in Alzheimer's disease and that it is related to the formation of Aβ oligomers. The mechanisms underlying the preferential vulnerability of SST-expressing neurons in Alzheimer's disease (and, to a minor extent, in Parkinson's disease) are not known but analysis of the available data could shed light on their etiology. This short review aims to update the knowledge of functional features of somatostatin within the olfactory system and its role in olfactory deficits during neurodegeneration. Copyright © 2020 Saiz-Sanchez, Ubeda-Bañon, Flores-Cuadrado, Gonzalez-Rodriguez, Villar-Conde, Astillero-Lopez and Martinez-Marcos.Introduction The importance of management to the implementation of integrated care is recognised in evidence and practice. Despite this recognition, there is a lack of clarity about what 'good' management of integrated care looks like, if the competences are different to management for 'traditional' care, and how such competences can be acquired. Theory and methods This exploratory study is based on qualitative interviews with participants with extensive experience of implementing integrated care in senior professional, research, administrative and/or policy roles. It conceptualises management as working at 'strategic' and 'operational' levels. Results Management of integrated care was seen to require an ability to create networks across professions and organisations, to be comfortable with distributing responsibilities, and to thoroughly understand the wider system. Competences to support these new ways of working included an understanding of how to implement people-centredness, to have courage to challenge the status quo, and to demonstrate humility to learn from others. Structured development opportunities for managers were lacking, but seen as vital for the sustainability of change. Discussion and conclusion Management for integrated care remains an underdeveloped concept and practice. A first formulation of the competences necessary was achieved, but more work is urgently required to understand how to better prepare and support managers to achieve necessary changes in practice and culture. Copyright © 2020 The Author(s).The current demographic shift raises the demand for provision of health care tailored to the complex care needs for older adults. Given the growing number of national care plans and best practice models there is an urgent need to build evidence for inter- and multiprofessional care provision for older people when offered an integrated care approach. The aim of this study was to determine whether an inter-professional or multi-professional care intervention, can improve geriatric patients' health determinants. A systematic review was performed according to PRISMA Guidelines. Databases were searched for clinical trials which compare inter-professional or multi-professional complex care interventions with usual care among people aged ≥60 years, in hospital or emergency care settings. Based on nine studies, inter-professional or multi-professional intervention has no impact on mortality rate but either positive or neutral effects on physical health, psychosocial wellbeing and utilization of health care service. It shows that these inter-professional or multi-professional interventions were feasible. This systematic review highlights the scarcity of evidence showing either positive or neutral impact of intervention based on inter-professional or multi-professional teamwork across care settings on the health determinants among geriatric patients. International harmonization of assessment tools may allow direct comparisons for future interventions. Copyright © 2020 The Author(s).
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