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Bayesian Programming

Bayesian Programming

Probability as an extension of logic

  • Introduction
    • Probability : an alternative and extension of logic
    • A need for a new computing paradigm
    • A need for a new modeling methodology
    • A need for new inference algorithms
    • A need for a new programming language
    • A need for new hardware
  • Research
    • Hardware
      • A Memristor-Based Bayesian Machine
      • Stochastic machines dedicated to Bayesian inference
      • Skyrmion Gas Manipulation for Probabilistic Computing
      • Design of Stochastic Machines Dedicated to Approximate Bayesian inferences
      • Cell signaling as a probabilistic computer
      • Bayesian Inference With Muller C-Elements
    • Cognitive Science
      • Cell signaling as a probabilistic computer
      • Computer simulations of coupled idiosyncrasies in speech perception and speech production with COSMO
      • COSMO: a Bayesian model of sensorimotor interactions in speech perception
      • The role of perception-action relations in spoken communication and the emergence of phonological systems
      • Bayesian models of eye movement selection with retinotopic maps
      • Bayesian modeling of a sensori-motor loop
      • The probabilistic cell
      • Bayesian learning : foundations, method and applications.
      • Perception of shape from motion
      • Bayesian processing of vestibular information
      • 3D human hip volume reconstruction.
      • Bayesian Approach to Action Selection and Attention Focusing.
      • Building a talking baby robot
    • Robotics
      • Hierarchical Probabilistic Model of bipedal locomotion
      • Bayesian Models for Video Games
      • Playing to train your video game avatar
      • Bayesian Cognitive Models for 3D Structure and Motion Multimodal Perception
      • Semi-Autonomous Navigation of an Assistive Robot Using Low Throughput Interfaces
      • Topological SLAM
      • Perceptual navigation around a sensory-motor trajectory
      • The Bayesian map
      • Robotic Arm Bayesian Programming
      • Bayesian Occupancy Filtering (BOF)
      • A robotic CAD system using a Bayesian framework
      • Bayesian Robot Programming
      • Structural identification
      • Contingent representation
      • The Ariadne’s clew algorithm
  • Industry
    • Probayes
    • HawAI.tech
  • People
    • Key-people
      • Ahuactzin Juan-Manuel
      • Bessière Pierre
      • Diard Julien
      • Droulez Jacques
      • Mazer Emmanuel
      • Mekhnacha Kamel
    • Collaborations
      • Dias Jorge
      • Grollier Julie
      • Querlioz Damien
      • Lobo Jorge
      • Schwartz Jean-Luc
      • Siegwart Roland
    • Alumni
  • FAQ&FAM
    • Bayesian programming versus Bayesian networks
    • Bayesian programming versus possibility theories
    • Cox theorem
    • Discrete versus continuous variables
    • Incompleteness irreducibility
    • Noise or ignorance
    • Objectivism versus subjectivism controversy and the “mind projection fallacy”
    • Computational complexity of Bayesian inference
  • Podcasts
    • French Podcasts
      • Modèles bayésiens des systèmes sensori-moteur
      • Une formule mathématique universelle existe-t-elle ?
    • Globish Podcasts
      • Sorry for my English
      • Bayesian models of sensory-motor systems
      • Maximum Entropy Principle (for dummies)
  • Get in touch

Podcasts

French Podcasts Podcasts 

Modèles bayésiens des systèmes sensori-moteur

30 November 202130 November 2021 Zaphod 0 Comments

Cours d’introduction Ecole 42 (1 heure)

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French Podcasts Podcasts 

Une formule mathématique universelle existe-t-elle ?

30 November 202130 November 2021 Zaphod 0 Comments

Podcast France Culture – Science Publique (1 heure)

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Globish Podcasts Podcasts 

Bayesian models of sensory-motor systems

30 November 202130 November 2021 Zaphod 0 Comments

A 3 hours introductory course part of the master in cognitive science of Sorbonne and ENS

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Globish Podcasts Podcasts 

Sorry for my English

30 November 20217 December 2021 Zaphod 0 Comments

In the following Podcasts, I am really sorry for my terrible english… A little anectdote on this subject I was

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Globish Podcasts Podcasts 

Maximum Entropy Principle (for dummies)

30 November 202130 November 2021 Zaphod 0 Comments

A gentle introduction to the Maximum Entropy principle (50 minutes)

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