3 papers
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.CV2025
Towards Effective Human-in-the-Loop Assistive AI Agents
Filippos Bellos, Yayuan Li, Cary Shu +3
Effective human-AI collaboration for physical task completion has significant potential in both everyday activities and professional domains. AI agents equipped with informative gu…
math.NA2024
Automatic Differentiation: Inverse Accumulation Mode
Barak A. Pearlmutter, Jeffrey Mark Siskind
We show that, under certain circumstances, it is possible to automatically compute Jacobian-inverse-vector and Jacobian-inverse-transpose-vector products about as efficiently as Ja…