Search Results for author: Sohrob Kazerounian

Found 3 papers, 0 papers with code

GraphMDN: Leveraging graph structure and deep learning to solve inverse problems

no code implementations26 Oct 2020 Tuomas P. Oikarinen, Daniel C. Hannah, Sohrob Kazerounian

The recent introduction of Graph Neural Networks (GNNs) and their growing popularity in the past few years has enabled the application of deep learning algorithms to non-Euclidean, graph-structured data.

Graph Classification Multi-Hypotheses 3D Human Pose Estimation +2

Compete to Compute

no code implementations NeurIPS 2013 Rupesh K. Srivastava, Jonathan Masci, Sohrob Kazerounian, Faustino Gomez, Jürgen Schmidhuber

Local competition among neighboring neurons is common in biological neural networks (NNs).

Autonomous Reinforcement of Behavioral Sequences in Neural Dynamics

no code implementations12 Oct 2012 Sohrob Kazerounian, Matthew Luciw, Mathis Richter, Yulia Sandamirskaya

We introduce a dynamic neural algorithm called Dynamic Neural (DN) SARSA(\lambda) for learning a behavioral sequence from delayed reward.

General Reinforcement Learning reinforcement-learning +1

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