Search Results for author: Raihan Kabir Ratul

Found 2 papers, 1 papers with code

Visualizing Deep Neural Networks with Topographic Activation Maps

2 code implementations7 Apr 2022 Valerie Krug, Raihan Kabir Ratul, Christopher Olson, Sebastian Stober

Machine Learning with Deep Neural Networks (DNNs) has become a successful tool in solving tasks across various fields of application.

Decision Making

Predictive coding, precision and natural gradients

no code implementations12 Nov 2021 Andre Ofner, Raihan Kabir Ratul, Suhita Ghosh, Sebastian Stober

Here we focus on the related, but still largely under-explored connection between precision weighting in predictive coding networks and the Natural Gradient Descent algorithm for deep neural networks.

Variational Inference

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