2 papers
q-bio.NC2025
Topographic Constraints Shape Brain-Like Component Structure in Auditory Models
Haider Al-Tahan, Mayukh Deb, Jenelle Feather +1
If topography is a fundamental feature of the brain, it should influence both how neurons are arranged in space (i.e. explain brain maps) and how information is structured within t…
cs.LG2025
TopoNets: High Performing Vision and Language Models with Brain-Like Topography
Mayukh Deb, Mainak Deb, N. Apurva Ratan Murty
Neurons in the brain are organized such that nearby cells tend to share similar functions. AI models lack this organization, and past efforts to introduce topography have often led…