Hands-on With Sinabs and Speck

Join Gregor Lenz for an engaging hands-on session featuring Sinabs and Speck. Explore the world of neuromorphic engineering and spike-based machine learning.

  • Gregor Lenz
  • April 4, 2023
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Hands-On with Sinabs and Speck

About the Speaker

Gregor Lenz graduated with a Ph.D. in neuromorphic engineering from Sorbonne University. He thinks that technology can learn a thing or two from how biological systems process information. His main interests are event cameras that are inspired by the human retina and spiking neural networks that mimic human brain in an effort to teach machines to compute a bit more like humans do. At the very least there are some power efficiency gains to be made, but hopefully more! Also he loves to build open source software for spike-based machine learning. You can find more information on his personal website. He is the maintainer of two open source projects in the field of neuromorphic computing, Tonic and expelliarmus .

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PEPITA - A Forward-Forward Alternative to Backpropagation

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Explore PEPITA, a forward-forward approach as an alternative to backpropagation, presented by Giorgia Dellaferrera. Learn about its advantages and implementation with PyTorch.

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Explore the brain's potential use of gradient descent in learning processes with Konrad Kording in this engaging recorded session.