Cognito Instruments: Machine learning not deep learning

By Cognito Instruments
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This white paper examines the differences between deep learning multi-layer neural networks and radial basis function (RBF) neural networks. RBF networks enable machine learning and give machines the ability to use their learned knowledge to recognize things without the need to learn from back-propagation of errors. The suitability of RBF neural networks for hardware implementation, for local iterative learning and for constant latency regardless of the size of data set is also discussed. Read More

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