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@@ -243,6 +243,8 @@ This pages are in a rough state. e.g. equations are broken. Don't know why...
 
 ## Advanced Studies
 * Material from ages past
+  - [2022: Deep Networks and Pytorch](advanced_studies/pytorch_2022/README.md)
+  - [2022: Synchronization and dynamic oscillations in the visual system](advanced_studies/synchronization_2022/README.md)
   - [2020: Deep Networks and Tensor Flow](advanced_studies/tensor_flow_2020/README.md)
   - [2020: Divisive Normalization -- a Universal Concept for Adaptive Dynamics and Function of Cortical Circuits](advanced_studies/divisive_normalization_2020/README.md)
   - [2020: Recurrent networks: Temporal dynamics and synchronization](advanced_studies/recurrent_networks_2020/README.md)