17 citations · 29 across the 12 of their papers we have counts for
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q-bio.NC2025
The Repeated-Stimulus Confound in Electroencephalography
Jack A. Kilgallen, Barak A. Pearlmutter, Jeffrey Mark Siskind
In neural-decoding studies, recordings of participants' responses to stimuli are used to train models. In recent years, there has been an explosion of publications detailing applic…
cs.LG2025
Change of Thought: Adaptive Test-Time Computation
Mrinal Mathur, Mike Doan, Barak Pearlmutter +1
Transformers evaluated in a single, fixed-depth pass are provably limited in expressive power to the constant-depth circuit class TC0. Running a Transformer autoregressively remove…