Biologically Inspired Dynamic Textures for Probing Motion Perception
Authors: Jonathan Vacher, Andrew Isaac Meso, Laurent U. Perrinet, Gabriel Peyré
NeurIPS 2015 | Conference PDF | Archive PDF | Plain Text | LLM Run Details
| Reproducibility Variable | Result | LLM Response |
|---|---|---|
| Research Type | Experimental | Finally, we apply these textures in order to psychophysically probe speed perception in humans. |
| Researcher Affiliation | Academia | Jonathan Vacher CNRS UNIC and Ceremade Univ. Paris-Dauphine 75775 Paris Cedex 16, FRANCE vacher@ceremade.dauphine.fr Andrew Isaac Meso Institut de Neurosciences de la Timone UMR 7289 CNRS/Aix-Marseille Universit e 13385 Marseille Cedex 05, FRANCE andrew.meso@univ-amu.fr Laurent Perrinet Institut de Neurosciences de la Timone UMR 7289 CNRS/Aix-Marseille Universit e 13385 Marseille Cedex 05, FRANCE laurent.perrinet@univ-amu.fr Gabriel Peyr e CNRS and Ceremade Univ. Paris-Dauphine 75775 Paris Cedex 16, FRANCE peyre@ceremade.dauphine.fr |
| Pseudocode | No | The paper mentions a 'synthesis algorithm' and 'AR recurrence' but does not include any structured pseudocode or algorithm blocks in the main text. |
| Open Source Code | Yes | The code associated to this work is available at https://jonathanvacher.github.io. |
| Open Datasets | No | The paper describes generating its own stimuli and collecting data from three observers for a psychophysical study. It does not mention using or providing access to a publicly available or open dataset for training/testing. |
| Dataset Splits | No | The paper describes a psychophysical experiment with human observers, detailing how trials were structured. It does not provide explicit training/validation/test dataset splits in the context of machine learning model training. |
| Hardware Specification | Yes | Stimuli were generated on a Mac running OS 10.6.8 and displayed on a 20 Viewsonic p227f monitor with resolution 1024 768 at 100 Hz. |
| Software Dependencies | Yes | Routines were written using Matlab 7.10.0 and Psychtoolbox 3.0.9 controlled the stimulus display. |
| Experiment Setup | Yes | The other parameters are set to the following values σV = 1 t z, θ0 = π 2 , σΘ = π 12, and d Z = 1.0 c/ . Note that σV is thus dependent of the value of z (that is computed from m Z and d Z, see Remark 2 and the supplementary ) to ensure that t = 1 σV z stays constant. |