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Deep learning models are inherently computationally complex and require many-core CPUs and large-scale computational infrastructures.
Cognitive architectures serve as both unified theories of the mind and as computational infrastructures for constructing intelligent agents.
The proposed conceptual model and its mapping to different computational infrastructures will allow many environmental applications to be more efficiently used.
Furthermore, the existence of a shared file system is often prohibitive in hybrid clouds comprising of persistent local computational infrastructures and temporarily provisioned resources in the cloud.
In order to provide efficient solutions, the community is turning towards scalable approaches such as the utilization of cloud resources in addition to any existing local computational infrastructures.
The design and development of computational infrastructures supporting existing tele-laboratory experiences in the field of automation and robotics are described.
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Outside of clinical science, many organizations are exploring or using cloud computing technology to fulfill computational infrastructure needs.
What I'm really interested in is this idea of a "brain co-processor" – a device that can record from, and deliver information to, so many points in the brain, with a computational infrastructure in between – a computer that can process the information and compute exactly what needs to be restored.
In this sense, cloud computing provides access to a computational infrastructure on an on-demand, variable cost basis, rather than a fixed cost capital investment into physical assets.
International Neuroinformatics Coordinating Facility INCFF) develops and maintains computational infrastructure for neuroscientists and INCF Programs address infrastructural issues of high importance to the neuroscience community.
Singh et al 33 present a computational infrastructure for grids which accelerates the execution bioinformatics experiments that are computing intensive.
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