AI News, New reservoir computer marks first-ever microelectromechanical neural network application

New reservoir computer marks first-ever microelectromechanical neural network application

The article appears in a special topic section of the journal devoted to 'New Physics and Materials for Neuromorphic Computation,' which highlights new developments in physical and materials science research that hold promise for developing the very large-scale, integrated 'neuromorphic' systems of tomorrow that will carry computation beyond the limitations of current semiconductors today.

The results from this oscillation are used to construct a virtual neural network that projects the input signal into the higher dimensional space required for neural network computing.

In demonstrations, the system was able to switch between different common benchmark tasks for neural networks with relative ease, Dion said, including classifying spoken sounds and processing binary patterns with accuracies of 78.2 percent and 99.9 percent respectively.

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From a research collaboration between Politecnico di Milano ( and Stanford University , a new invention that paves the way to ..

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