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Data intensive workloads increase significantly bandwidth and power pressures to the memory system. One possible solution is processing-in-memory (PIM) which moves several logic components into the main memory to accelerate the logic computation. Recently, the concept of processing-in-nonvolatile-memory (PINVM) was proposed to against the technology issue in which the DRAM and logic technology require...
This paper attempts to detect and predict the preload loss and life time of the ball screw demands in the machine tool industry. Loss of preload leads to a lower natural frequency and the onset of the nonlinear spring characteristics of the ball screw. Such problems result in rapid downtime in the manufacturing process and gradually undetermined positioning errors. In this paper the preload features...
Neural network control strategies are considered for a class of nonlinear time varying systems. Neural networks have been shown to be viable alternatives to present day controllers for nonlinear systems. This paper reports a novel neural network architecture for the control of a class of nonlinear systems. This architecture incorporates both feedforward and feedback components using multiple networks...
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