active inference

Visual search as active inference
a follow-up of: Emmanuel Daucé, Pierre Albigès, Laurent U Perrinet (2020). A dual foveal-peripheral visual processing model implements efficient saccade selection. Journal of Vision. Preprint PDF Cite Code DOI the mathematical details are described as a talk the 1st International WS on #ActiveInference #IWAI2020 at @ECMLPKDD https://t.
A dual foveal-peripheral visual processing model implements efficient saccade selection
for a more mathematical treatment, see Emmanuel Daucé, Laurent U Perrinet (2020). Visual search as active inference. IWAI 2020. PDF Cite Code Slides DOI New @ARVOJOV : "A dual foveal-peripheral visual processing model implements efficient saccade selection" https://t.
From the retina to action: Dynamics of predictive processing in the visual system
Find the text at https://laurentperrinet.github.io/Perrinet20PredictiveProcessing/ The source code of the text is available at https://github.com/laurentperrinet/Perrinet20PredictiveProcessing This chapter is available as part of the book “The Philosophy and Science of Predictive Processing” : List of Contributors : Preface: The Brain as a Prediction Machine, Anil Seth Introduction, Dina Mendonça, Manuel Curado & Steven S.
From the retina to action: Dynamics of predictive processing in the visual system
Learning where to look: a foveated visuomotor control model
download a preliminary PDF Emmanuel Daucé @ #CNS2019Barcelona speaks about our joint work on « Learning where to look: a foveated visuomotor control model » more info @ https://t.co/HREjuIgNCn @CNSorg pic.
Jul 15, 2019
Compensation of oculomotor delays in the visual system's network
Active inference, eye movements and oculomotor delays
Active Inference, tracking eye movements and oculomotor delays Tracking eye movements face a difficult task: they have to be fast while they suffer inevitable delays. If we focus on area MT of humans for instance as it is crucial for detecting the motion of visual objects, sensory information coming to this area is already lagging some 35 milliseconds behind operational time – that is, it reflects some past information.
Active inference, eye movements and oculomotor delays
Active inference, eye movements and oculomotor delays
Active inference, eye movements and oculomotor delays
Smooth Pursuit and Visual Occlusion: Active Inference and Oculomotor Control in Schizophrenia
Active inference, smooth pursuit and oculomotor delays
Perceptions as Hypotheses: Saccades as Experiments
This schematic shows the dependencies among various quantities that are assumed when modeling the exchanges of a self organizing system like the brain with the environment.
Perceptions as Hypotheses: Saccades as Experiments