Machine Learning: The Magic is How it Works

Neurala’s Lifelong-DNN (LDNN) is another ML approach that’s similar to DNNs with the lower training overhead of SNNs. LDNN is a proprietary system developed over many years. It supports continuous learning using an approximation of lightweight back propagation that allows learning to continue without the need to retain the initial training information. LDNN also requires fewer samples to reach the same level of training as a conventional DNN.  

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