SNN and the Future of Computing

We started with Perceptron, Neuron, then MLP (multi-layer perceptrons), then ANN (Artificial Neural Network), but we're entering the new era of SNN (spiking neuron network) which is bio-simulated instead of bio-inspired (maths-based).

SNN is the point to start for Neuromorphic VM, the leading point to neuromorphics, and robotics, true machines. SNN is important just as we don't mould manually and make physical products without the design software such as CAD.

Intel is having Lava, a framework to make SNN to run on Loihi a neuromorphic processor by also Intel. The are some other libs to convert ANN (eg. TensorFlow, Keras) to SNN, and the other way round which is SNN to ANN to run on TensorFlow backend.

Bottom line, here's how we are going to:

Perceptons -> ANN -> SNN -> Neuromorphic VM -> Neuromorphics.