Dendritic In-Context Learning in a Single-Layer Spiking Neural Network

Juwei Shen, Yujie Wu, Changwen Chen

In-context learning (ICL) operates via implicit gradient descent embedded in the forward pass of modern AI architectures -- Transformers, Mamba, state-space models, and MLPs. Captu…