Topic Areas

Each topic area (TA) has supplied background material and resources that are needed for people to get familiar with that TA and contribute to the projects. These will be delivered as a combination of pre-recorded videos and tutorials, asynchronous Q&A in the Slack channels, and live discussion times scheduled outside of the scheduled hours. The intent is for participants to find out more about the TAs, and then focus on one or two TAs to work on during the workshop.

For access to slack channels, please register.

Topic area tutorials (YouTube playlist)

ANT21

Analog Neuromorphics

Develop analog neuromorphic tools and techniques.

LTC21

Learning to Control

Learn dynamics from data and control with model prediction.

NMC21

Neuromodulation Control

Explore principles of neuromorphic neuromodulatory robust control and learning using continuous-time analog hardware.

SMI21

Sensory Motor Integration

Develop learning mechanisms in models of the visual system for closed-loop agent navigation.

TAC21

Tactile Perception

Exploit neuromorphic event-driven encoding and learning spiking neural networks for the physical interaction of robots with the world

TAD21

Telluride Discussion

Explore methodologies for learning machine architectures for AI. Discuss the relevance of biological learning of brain architectonics and life long learning at different temporal and spatial scales inherent in biological systems.