[HTML][HTML] Cognitive effort and active inference
This paper aims to integrate some key constructs in the cognitive neuroscience of cognitive
control and executive function by formalising the notion of cognitive (or mental) effort in …
control and executive function by formalising the notion of cognitive (or mental) effort in …
An overview of the free energy principle and related research
The free energy principle and its corollary, the active inference framework, serve as
theoretical foundations in the domain of neuroscience, explaining the genesis of intelligent …
theoretical foundations in the domain of neuroscience, explaining the genesis of intelligent …
Generative models for active vision
The active visual system comprises the visual cortices, cerebral attention networks, and
oculomotor system. While fascinating in its own right, it is also an important model for …
oculomotor system. While fascinating in its own right, it is also an important model for …
Stakes of neuromorphic foveation: a promising future for embedded event cameras
Foveation can be defined as the organic action of directing the gaze towards a visual region
of interest to acquire relevant information selectively. With the recent advent of event …
of interest to acquire relevant information selectively. With the recent advent of event …
Disentangling what and where for 3d object-centric representations through active inference
Although modern object detection and classification models achieve high accuracy, these
are typically constrained in advance on a fixed train set and are therefore not flexible to deal …
are typically constrained in advance on a fixed train set and are therefore not flexible to deal …
What you see is what you transform: Foveated spatial transformers as a bio-inspired attention mechanism
G Dabane, LU Perrinet, E Daucé - 2022 International Joint …, 2022 - ieeexplore.ieee.org
Decoding the semantic content of images is nowadays dominated by the use of deep
convolutional neural networks (DCNNs), However, their generalization capability is still …
convolutional neural networks (DCNNs), However, their generalization capability is still …
Retinotopy improves the categorisation and localisation of visual objects in CNNs
JN Jérémie, E Daucé, LU Perrinet - International Conference on Artificial …, 2023 - Springer
Foveated vision is a trait shared by many animals, including humans, but its contribution to
visual function compared to species lacking it is still under question. This study suggests that …
visual function compared to species lacking it is still under question. This study suggests that …
Sensorimotor visual perception on embodied system using free energy principle
K Esaki, T Matsumura, K Ito, H Mizuno - Joint European Conference on …, 2021 - Springer
We propose an embodied system that is based on the free energy principle (FEP) for
sensorimotor visual perception (SMVP). Although the FEP mathematically describes the rule …
sensorimotor visual perception (SMVP). Although the FEP mathematically describes the rule …
[PDF][PDF] Retinotopic mapping improves the reliability of image classification
JN Jérémie, E Daucé, LU Perrinet - laurentperrinet.github.io
Many animal species, such as humans, are characterized by a focused vision in which the
sensor capturing the light information has a higher resolution around the orientation of gaze …
sensor capturing the light information has a higher resolution around the orientation of gaze …