Neuromorphic Technology for Industrial Streamlined Solutions
Date:
Neuromorphic Technology for Industrial Streamlined Solutions - Technische Hochschule Nürnberg Georg Simon Ohm and Fraunhofer Institute for Integreated Circuits
For more than a decade, neuromorphic chip developers and application engineers have been striving to find and bring to market the “killer app” for neuromorphic technologies. With the advent of commercial neuromorphic neural accelerators and neuromorphic sensors, awareness and adoption have increased, but not adoption. Identifying vulnerabilities in current systems, improving SW and HW interfaces for improved interoperability of neuromorphic technology, and robust benchmarks are finally paving the way for industrial adoption of neuromorphic technology. Based on several success stories, we present a possible “recipe” for the development of reference designs, the next step towards a pragmatic and optimised integration of neuromorphic sensing and data processing in industrial applications.