Thalamic regulation of frontal interactions in human cognitive flexibility. - Ali Hummos; Bin A. Wang; Sabrina Drammis; Michael M. Halassa; Burkhard Pleger (PLoS Comput. Biol., 2022)

Thalamus: a brain-inspired algorithm for biologically-plausible continual learning and disentangled representations. - Ali Hummos (ICLR, 2023)

Flexible task abstractions emerge in linear networks with fast and bounded units. - Kai Sandbrink; Jan P. Bauer; Alexandra M. Proca; Andrew M. Saxe; Christopher Summerfield; Ali Hummos (NeurIPS, 2024)

Gradient-based inference of abstract task representations for generalization in neural networks. - Ali Hummos; Felipe del Río; Brabeeba Mien Wang; Julio Hurtado; Cristian Buc Calderon; Guangyu Robert Yang (CoRR, 2024)