Where to Bind Matters: Hebbian Fast Weights in Vision Transformers for Few-Shot Character Recognition

Gavin Money, Sindhuja Penchala, Jiacheng Li +1

Standard transformer architectures learn fixed slow-weight representations during training and lack mechanisms for rapid adaptation within an episode. In contrast, biological neura…