Emerging Neuromorphic Sensors and Applications

Garrick Orchard

10:15am-11:15am PST, 11th Feb, 2021

In this session we will hear from INRC members about neuromorphic sensors under development in the tactile and visual domains, and how they’re being used in applications ranging from robotics to autonomous vehicles and space.

The session aims to highlight the current state-of-the-art for these sensors and the forward looking roadmap, including the types of algorithms and computing architectures that are required to unlock their full potential and other remaining challenges to address on the path to widespread adoption.

Audio sensors and processing will be covered in a separate dedicated session and examples of event-based vision algorithms running on Loihi will be covered in the session prior to this one.

Audio Neuro Processing Session

10:15am-10:30am
Towards Biomimetic and Neuromorphic Skins for Robots
Benjamin Tee
Tee lab, National University of Singapore

10:30am-10:45am
Event-based Vision - Sensor and Applications Update
Christoph Posch
CTO, Prophesee

10:45am-11:00am
Event-based Sensing for Humanoid Robots
Chiara Bartolozzi
Event Driven Perception for Robotics lab, Italian Institute of Technology Genoa

11:00am-11:15am
Visual pattern recognition using on-chip learning with Loihi
Yulia Sandamirskaya
Intel Labs

Tutorials and Related Presentations
Session Recording