https://www.edge-ai-vision.com/2021/06/neuromorphic-for-ai-comput...

https://www.edge-ai-vision.com/2021...here/?mc_cid=7a1527720d&mc_eid=1d55bca451

As analyzed by Yole’s team in the new Neuromorphic Computing and Sensing 2021 report, industrial applications will be the first to use neuromorphic technologies, driven by high speed, low latency, and offline learning enabling more autonomous features and performance. Players such as Prophesee, Brainchip, and Nepes AI/ General Vision already have products in the market targeting industrial applications, and more players will follow in the coming years. The consumer market will also benefit from neuromorphic technologies enabling more AI applications at the edge on battery-powered devices, ensuring privacy and safety of personal data.


“Brute force is currently being used to leverage the power of AI, but this approach is not scalable. It will hit a heat wall, a data wall, and a cost wall related to the ability of the semiconductor industry to deliver at a certain pace, Moore’s law, the incremental cost to performance improvements”.
Current AI computing will not deliver, so what AI technology would be necessary? Neuromorphic computing and sensing solutions, drawing inspiration from what happens in the brain, have key specificities to compete within the existing AI landscape and constraints.