no code implementations • 4 Oct 2022 • Omri Raccah, Phoebe Chen, Ted L. Willke, David Poeppel, Vy A. Vo
The computational complexity of the self-attention mechanism in Transformer models significantly limits their ability to generalize over long temporal durations.
no code implementations • 26 Jul 2022 • Laura Gwilliams, Graham Flick, Alec Marantz, Liina Pylkkanen, David Poeppel, Jean-Remi King
The "MEG-MASC" dataset provides a curated set of raw magnetoencephalography (MEG) recordings of 27 English speakers who listened to two hours of naturalistic stories.
no code implementations • 6 Apr 2022 • Federico Adolfi, Jeffrey S. Bowers, David Poeppel
The constraints of the task, however, can nudge the cognitive science and engineering of audition to qualitatively converge, suggesting that a closer mutual examination would potentially enrich artificial hearing systems and process models of the mind and brain.
no code implementations • WS 2018 • Laura Gwilliams, David Poeppel, Alec Marantz, Tal Linzen
Spoken word recognition involves at least two basic computations.