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Terrence Sejnowski

Full Professor, Salk Institute

2 papers at NeurIPS 2025

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Poster Session 5

Friday, December 5, 2025 · 11:00 AM → 2:00 PM

Exhibit Hall C,D,E

Exponential Dynamic Energy Network for High Capacity Sequence Memory

#2007 · Arjun Karuvally, Pichsinee Lertsaroj, Terrence Sejnowski, Hava T Siegelmann

we propose a continuous hopfield network with exponential capacity and analyze dynamical characteristics in an analytical framework

Poster Session 6

Friday, December 5, 2025 · 4:30 PM → 7:30 PM

Exhibit Hall C,D,E

Bridging Expressivity and Scalability with Adaptive Unitary SSMs

#3412 · Arjun Karuvally, Franz Nowak, T. Anderson Keller, Carmen Amo Alonso, Terrence Sejnowski, Hava T Siegelmann

Introduced a new SSM that is maximally expressive and scalable to long sequence modeling tasks