Search Machine Learning Repository:
All publications by Alan Stocker
authors venues years



Optimal integration of visual speed across different spatiotemporal frequency channels
Matjaz Jogan and Alan Stocker
Advances in Neural Information Processing Systems 26, 2013


Optimal Neural Population Codes for High-dimensional Stimulus Variables
Zhuo Wang, Alan Stocker and Daniel Lee
Advances in Neural Information Processing Systems 26, 2013


"Optimal Neural Tuning Curves for Arbitrary Stimulus Distributions: Discrimax, Infomax and Minimum $L_p$ Loss"
Zhuo Wang, Alan Stocker and Daniel D. Lee
Advances in Neural Information Processing Systems 25, 2012


Efficient coding provides a direct link between prior and likelihood in perceptual Bayesian inference
Xue-xin Wei and Alan Stocker
Advances in Neural Information Processing Systems 25, 2012


A Bayesian Model of Conditioned Perception
Alan Stocker and Eero P. Simoncelli
Advances in Neural Information Processing Systems 20, 2007


Constraining a Bayesian Model of Human Visual Speed Perception
Alan Stocker and Eero P. Simoncelli
Advances in Neural Information Processing Systems 17, 2004


Classifying Patterns of Visual Motion - a Neuromorphic Approach
Jakob Heinzle and Alan Stocker
Advances in Neural Information Processing Systems 15, 2002