Transformer

Blind in vivo localization of microelectrode arrays via functional correlation patterns in the mouse hippocampus

We developed a learning-based automatic localizer to accurately identify hippocampal sublayer in mice from high-density extracellular recordings by aligning neural manifolds across sessions and animals.

Learning to Reinforcement Learn with Transformer [Manuscript in preparation]

We developed a transformer-based agent that achieves meta-reinforcement learning through in-context learning, demonstrating one-shot learning in a 4x4 recurrent spatial navigation task.