Neuromorphic and Deep Neural Networks – Towards Data Science

Disclaimer: I have been working on analog and mixed-signal neuromorphic micro-chips during my PhD, and in the last 10 years have switched to Deep Learning and fully digital neural networks. For a complete list of our works, see here. An older publication from regarding this topic is here (from our group). Neuromorphic or standard digital for computing neural networks: which one is better? This is a long question to answer.