239 citations · 434 across the 32 of their papers we have counts for
37 papers
The Mode of Null-A: Compositional Computation of a Generalized Inverse
Barak A. Pearlmutter, Jeffrey Mark Siskind
We present a novel algorithm for calculating the preimage of an affine space through a product of matrices of special form: finding the largest i…
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…
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…
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…
Learning Exemplar Representations in Single-Trial EEG Category Decoding
Jack Kilgallen, Barak Pearlmutter, Jeffery Mark Siskind
Within neuroimgaing studies it is a common practice to perform repetitions of trials in an experiment when working with a noisy class of data acquisition system, such as electroenc…
The Amazing Race TM: Robot Edition
Jared Sigurd Johansen, Thomas Victor Ilyevsky, Jeffrey Mark Siskind
State-of-the-art natural-language-driven autonomous-navigation systems generally lack the ability to operate in real unknown environments without crutches, such as having a map of…