Code for information theoretic analysis
Several studies have used information-theoretic analyses, which were either based on the Copula Methods developed by Robin Ince available here, or relied on the ibtb toolbox. Pyentropy is
is also an efficient Python package.
Auditory saliency map
The matlab code for the auditory saliency map is available here.
See "Mechanisms for allocating auditory attention: An auditory saliency map" Kayser et al Current Biology 2005.
Naturalistic sounds used in Kayser et al Neuron '09The sound sequence used for the unit recordings and EEG studies is here.
See "Spike-phase coding boosts and stabilizes the information carried by spatial and temporal spike patterns" Kayser et al Neuron 2009, and "EEG phase patterns reflect the selectivity of neural firing" Ng et al Cerebral Cortex 2013.
Cat-Cam. The world from a cat's perspective
The full video sequences used to analyse scene statistics are available on request. A short video segment can be found here.
See 'Temporal correlations of orientations in natural scenes'. Kayser et al Neurocomputing 2003, and 'Responses to natural scenes in cat V1' Kayser et al J. of Neurophysiology 2003
Manipulations of speech rhythmExample sentences for the study manipulating speech rhythm can be found here.
See 'Irregular Speech Rate Dissociates Auditory Cortical Entrainment, Evoked Responses and Frontal Alpha' Kayser et al J Neurosci 2015.