Few-Shot Transfer Learning for Individualized Braking Intent Detection on Neuromorphic Hardware

Nathan Lutes, Venkata Sriram Siddhardh Nadendla, K. Krishnamurthy

Objective: This work explores use of a few-shot transfer learning method to train and implement a convolutional spiking neural network (CSNN) on a BrainChip Akida AKD1000 neuromorp…