Neuromorphic Continual Learning

Continually Learning Prototypes (CLP) is an algorithm developed for Loihi 2 to address online learning of novel patterns in an incremental fashion without forgetting. In this meeting I will give a quick intro to the algorithm and the three applications we are investigating during this workshop:

  • Continual learning of odors (direct sensor-Loihi interface)

  • Continual learning of DVS gestures (generalization to unseen datasets)

  • Continual learning of places from a wheeled robot's DVS camera



Go to group wiki Go to wiki users Info


Day Time Location
Wed, 01.05.2024 17:00 - 18:00 Arcade
Mon, 06.05.2024 17:00 - 18:00 Arcade


Elvin Hajizada


Gabriel Béna
Chiara De luca
Jan Finkbeiner
Elvin Hajizada
Ismael Jaras
James Knight
Josep Maria Margarit-taulé
Loris Mendolia
Eleni Nisioti
Maryeme Ouafoudi
Yulia Sandamirskaya
Thomas Shoesmith
Yannik Stradmann
Alexandru Vasilache