Cours

NX-414: Brain-like computation and intelligence

Résumé

Recent advances in machine learning have contributed to the emergence of powerful models of intelligence. In this course we will compare the behavior and underlying mechanisms between these models and biological brains.

Séances de cours

Enseignant·e

Martin Schrimpf

Expertise NeuroAI, computational neuroscience, computer vision, natural language processing, human alignment, startups [CV] Mission Modeling the brain: Martin's research focuses on a computational understanding of the neural mechanisms underlying natural intelligence in vision and language. To achieve this goal, he bridges Deep Learning, Neuroscience, and Cognitive Science, building artificial neural network models that match the brain’s neural representations in their internal processing and are aligned to

Source officielle

https://edu.epfl.ch/coursebook/fr/brain-like-computation-and-intelligence-NX-414

Page Moodle

http://go.epfl.ch/NX-414

À propos de ce résultat

Cette page est générée automatiquement et peut contenir des informations qui ne sont pas correctes, complètes, à jour ou pertinentes par rapport à votre recherche. Il en va de même pour toutes les autres pages de ce site. Veillez à vérifier les informations auprès des sources officielles de l'EPFL.

Graph Chat

Chattez avec Graph Search

Posez n’importe quelle question sur les cours, conférences, exercices, recherches, actualités, etc. de l’EPFL ou essayez les exemples de questions ci-dessous.

AVERTISSEMENT : Le chatbot Graph n'est pas programmé pour fournir des réponses explicites ou catégoriques à vos questions. Il transforme plutôt vos questions en demandes API qui sont distribuées aux différents services informatiques officiellement administrés par l'EPFL. Son but est uniquement de collecter et de recommander des références pertinentes à des contenus que vous pouvez explorer pour vous aider à répondre à vos questions.

Résumé

Séances de cours

Enseignant·e

Martin Schrimpf

Source officielle

https://edu.epfl.ch/coursebook/fr/brain-like-computation-and-intelligence-NX-414

Page Moodle

http://go.epfl.ch/NX-414

À propos de ce résultat

Cours associés (32)

BIOENG-456: Controlling behavior in animals and robots

Students will acquire an integrative view on biological and artificial algorithms for controlling autonomous behaviors. Students will synthesize and apply this knowledge in oral presentations and computational exercises. ...

CS-503: Visual intelligence

This course covers both classic concepts and recent advances in computer vision and machine learning for processing visual data -- with a primary focus on embodied intelligence and multimodal learning ...

NX-423: Translational neuroengineering

This course integrates knowledge in basic, systems, clinical and computational neuroscience, and engineering with the goal of translating this integrated knowledge into the development of novel methods, technology for the clinical application for patients ...

PHYS-467: Machine learning for physicists

Machine learning and data analysis are becoming increasingly central in sciences including physics. In this course, fundamental principles and methods of machine learning will be introduced and practised. ...

NX-421: Neural signals and signal processing

Understanding, processing, and analysis of signals and images obtained from the central and peripheral nervous system ...

Afficher plus