Neuroscience Gateway � Cyberinfrastructure Providing Supercomputing Resources for Large Scale Computational Neuroscience Research
نویسندگان
چکیده
منابع مشابه
A Data-Centric Science Gateway for Computational Neuroscience
Science gateways provide user interfaces and highlevel services to access and manage applications and data collections on distributed resources. They facilitate users to perform data analysis on distributed computing infrastructures (DCIs) without getting involved into the technical details. The e-BioInfra Gateway is a science gateway for biomedical data analysis on a national grid infrastructu...
متن کاملIntroducing The Neuroscience Gateway
Last few decades have seen the emergence of computational neuroscience as a mature field where researchers are interested in modeling complex and large neuronal systems and require access to high performance computing machines and associated cyberinfrastructure to manage computational workflow and data. The neuronal simulation tools, used in this research field, are also implemented for paralle...
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The ambitious aim of computational neuroscience is to gain a better understanding of the operation of real neurons and brain circuits. But real neurons are extremely complicated electronic and biochemical devices, whose dynamics we still have a poor understanding of, and they are connected in extremely large, complex and specific networks, whose connectivity and dynamics we have even less under...
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New technologies for monitoring and manipulating the nervous system promise exciting biology but pose challenges for analysis and computation. Solutions can be found in the form of modern approaches to distributed computing, machine learning, and interactive visualization. But embracing these new technologies will require a cultural shift: away from independent efforts and proprietary methods a...
متن کاملComputational Neuroscience
Introduction to Computational Neuroscience 1 Biologically Plausible Neuronal Networks 2 Summary of the Architecture and Operation of Autoassociation or Attractor Networks 2 Summary of the Architecture and Operation of Pattern Association Networks 3 Summary of the Architecture and Operation of Competitive Networks 4 Coding 4 Definitions of Types of Representation 5 Sparse Distributed Graded Firi...
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ژورنال
عنوان ژورنال: Frontiers in Neuroinformatics
سال: 2016
ISSN: 1662-5196
DOI: 10.3389/conf.fninf.2016.20.00008