Higher-Order Convolution Improves Neural Predictivity in the Retina.
CoRR, May, 2025
Convolution goes higher-order: a biologically inspired mechanism empowers image classification.
CoRR, 2024
Deep networks may capture biological behavior for shallow, but not deep, empirical characterizations.
Neural Networks, 2022
Optimal templates for signal extraction by noisy ideal detectors and human observers.
J. Comput. Neurosci., 2021
The empirical characteristics of human pattern vision defy theoretically-driven expectations.
PLoS Comput. Biol., 2018
Dynamic Reweighting of Auditory Modulation Filters.
PLoS Comput. Biol., 2016
The Elementary Operations of Human Vision Are Not Reducible to Template-Matching.
PLoS Comput. Biol., 2015
Human pitch detectors are tuned on a fine scale, but are perceptually accessed on a coarse scale.
Biol. Cybern., 2012
Visual Detection Under Uncertainty Operates Via an Early Static, Not Late Dynamic, Non-Linearity.
Frontiers Comput. Neurosci., 2010
Correlational and non-correlational processing in human vision.
PhD thesis, 2000