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Training SNNs With Limited Gradients

Difficulty level
Intermediate
Speaker

 In this lesson, you will learn about some of the many methods to train spiking neural networks (SNNs) with either no attempt to use gradients, or only use gradients in a limited or constrained way. 

Topics covered in this lesson
  • Reservoir computing
  • Evolutionary algorithms
  • Converting artificial to spiking neural networks
Documents
Slides (3.87 MB)