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Published on 20 May 2019




Monday, June 24th 2019

AI Made Easy

You've surely heard about artificial intelligence… But what is it exactly?

This half-day workshop will help you understand what artificial intelligence is:  

  • What's the technologies behind AI and deep neural networks
  • What is the complexity of AI algorithms
  • What hardware and software environment do you need to run your own AI?

Keynoters will also discuss the importance of neurosciences. In other words, how biology and brain-inspired technologies will help create greater low-power solutions leveraging spike coding, and deep learning solutions —regularization, pooling, dropout, and much more.

For who?

  • Industrials
  • Anyone curious about AI

 Program

12:30    Registration & Welcome coffee 
​13:30
Panorama of Artificial Intelligence
  • History
  • Symbolic reasonning vs Machine Learning
  • Machine Learning vs. Deep Learning

Basics of Machine Learning

  • Learning schemes (Supervised, Unsupervised, Reinforcement…)
  • Data sets

Artificial Neural Networks

  • Artificial neurons
  • Building blocks for neural networks
  • Learning rules


Speakers: Frédéric Heitzmann & Alexandre Valentian, CEA-Leti

15:15    Coffee Break
15:45
Software frameworks
  • Execution model
  • Debug
  • Pre-trained models
  • Embedded vs. could

 Hardware

  • Learning vs inference
  • Cloud vs embedded
  • CPU, GPU, FPGA, …

Trustworhty AI

  • Generative Adversarial Networks
  • « DNN easily fooled »

 Next-gen AI

  • Incremental learning
  • Shared knowledge
  • AutoML
  • Common Sense

Speakers: Frédéric Heitzmann & Alexandre Valentian, CEA-Leti

17:15    End

More info