Application-Hardware Co-Design: System-Level Optimization of Neuromorphic Computers with Neuromorphic Devices

The design of neuromorphic computers offers the opportunity to innovate across the entire compute stack, from materials and devices, to algorithms and applications. Here, we provide a discussion of challenges associated with full-stack co-design and how we have addressed those challenges with a few use cases for particular neuromorphic devices.