Exploration of Deep Neural Networks with Symmetric Simplicial Layers for On-Satellite Earth Observation Processing

Bringing artificial intelligence on-board of space crafts holds significant promise for enhancing the capabilities of space missions. On-board processing can enable responsive missions that are not limited by the latency and bandwidth of the communication to earth. However, in many cases dedicated solutions are required due to the resource constraint environment of satellites. In this contribution...