The seven donkeys: Super A.I. performance in animal categorization by an immature Human brain - Archive ouverte HAL Accéder directement au contenu
Pré-Publication, Document De Travail Année : 2019

The seven donkeys: Super A.I. performance in animal categorization by an immature Human brain

Résumé

This paper reports image categorization performance exhibited by an immature Human brain, that beats current state-of-the art convolutional networks with regards to the training procedure (limited size of the training set and limited training budget). This observation highlights the limits of the current A.I. trend for backpropagation-trained neural networks dedicated to computer vision, as well as its differences with natural neural networks. Based on the identified limitations, I then introduces a new image categorization challenge (the seven donkey challenge).
Fichier principal
Vignette du fichier
template.pdf (2.65 Mo) Télécharger le fichier
Origine : Fichiers produits par l'(les) auteur(s)
Loading...

Dates et versions

hal-02421660 , version 1 (20-12-2019)

Identifiants

  • HAL Id : hal-02421660 , version 1

Citer

Benoît Girard. The seven donkeys: Super A.I. performance in animal categorization by an immature Human brain. 2019. ⟨hal-02421660⟩
601 Consultations
404 Téléchargements

Partager

Gmail Facebook X LinkedIn More