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Resting-state functional magnetic resonance imaging (rs-fMRI) has become a powerful technique for analyzing cognitive function and its disruption in mental diseases, including schizophrenia. It has played an important role in analyzing and diagnosing mental diseases. In this paper, we present a novel machine learning approach called group-wise sparse representation of rs-fMRI signals to find differences...
Peak current is one of the important considerations for circuit design and testing in the deep sub-micron technology. In a synchronous finite state machine (FSM), it is observed that the peak current happens at the moment of state transitions and it has a strong correlation with the maximum number of state registers switching in the same direction simultaneously [2], which we refer to as the peak...
In a typical large-scale data center, a set of applications are hosted over virtual machines (VMs) running on a large number of physical machines (PMs). Such a virtualization technique can be used for conserving power consumption by minimizing the number of PMs that should be turned on according to the application requirements to resource. However, the resource demands for VMs is dynamic in nature...
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