1 code implementation • NeurIPS 2021 • Aran Nayebi, Alexander Attinger, Malcolm Campbell, Kiah Hardcastle, Isabel Low, Caitlin Mallory, Gabriel Mel, Ben Sorscher, Alex Williams, Surya Ganguli, Lisa Giocomo, Dan Yamins
Medial entorhinal cortex (MEC) supports a wide range of navigational and memory related behaviors. Well-known experimental results have revealed specialized cell types in MEC --- e. g. grid, border, and head-direction cells --- whose highly stereotypical response profiles are suggestive of the role they might play in supporting MEC functionality.
no code implementations • NeurIPS 2019 • Niru Maheswaranathan, Alex Williams, Matthew D. Golub, Surya Ganguli, David Sussillo
In this work, we use tools from dynamical systems analysis to reverse engineer recurrent networks trained to perform sentiment classification, a foundational natural language processing task.