Active Inference

Retinotopic mapping improves the reliability of image classification

Follows a previous work
A dual foveal-peripheral visual processing model implements efficient saccade selection
In computer vision, the visual search task consists in extracting a scarce and specific visual information (the target) from a large …
Emmanuel Daucé, Pierre Albigès, Laurent U Perrinet
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Ultra-rapid visual search in natural images using active deep learning
Jean-Nicolas Jérémie, Emmanuel Daucé, Laurent U Perrinet
Last updated on 2022-05-20
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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.
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  Emmanuel Daucé, Laurent U Perrinet
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A dual foveal-peripheral visual processing model implements efficient saccade selection
In computer vision, the visual search task consists in extracting a scarce and specific visual information (the target) from a large …
Emmanuel Daucé, Pierre Albigès, Laurent U Perrinet
Cite DOI Pdf Code URL bioRxiv
From the retina to action: Dynamics of predictive processing in the visual system
Within the central nervous system, visual areas are essential in transforming the raw luminous signal into a representation which …
Laurent U Perrinet
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Learning where to look: a foveated visuomotor control model
In computer vision, the visual search task consists in extracting a scarce and specific visual information (the target) from a large …
Emmanuel Daucé, Pierre Albigès, Laurent U Perrinet
2019-07-15
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Compensation of oculomotor delays in the visual system's network
We consider the problem of sensorimotor delays in the optimal control of movement under uncertainty. Specifically, we consider axonal …
Laurent U Perrinet, Rick A Adams, Karl Friston
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Active inference, eye movements and oculomotor delays
This paper considers the problem of sensorimotor delays in the optimal control of (smooth) eye movements under uncertainty. …
Laurent U Perrinet, Rick A Adams, Karl Friston
Cite DOI URL arXiv
Active inference, eye movements and oculomotor delays
We consider the problem of sensorimotor delays in the optimal control of movement under uncertainty. Specifically, we consider axonal …
Laurent U Perrinet, Rick A Adams, Karl Friston
Cite URL
Active inference, eye movements and oculomotor delays
We consider the problem of sensorimotor delays in the optimal control of movement under uncertainty. Specifically, we consider axonal …
Laurent U Perrinet, Rick A Adams, Karl Friston
Cite URL
Smooth Pursuit and Visual Occlusion: Active Inference and Oculomotor Control in Schizophrenia
This paper introduces a model of oculomotor control during the smooth pursuit of occluded visual targets. This model is based upon …
Rick A Adams, Laurent U Perrinet, Karl Friston
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Active inference, smooth pursuit and oculomotor delays
We consider the problem of sensorimotor delays in the optimal control of movement under uncertainty. Specifically, we consider axonal …
Laurent U Perrinet, Rick A Adams, Karl Friston
Cite
Perceptions as Hypotheses: Saccades as Experiments
If perception corresponds to hypothesis testing (Gregory, 1980); then visual searches might be construed as experiments that generate …
Karl Friston, Rick A Adams, Laurent U Perrinet, Michael Breakspear
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