Search Results for author: Stelios Timotheou

Found 3 papers, 2 papers with code

Convolutional Channel-wise Competitive Learning for the Forward-Forward Algorithm

1 code implementation19 Dec 2023 Andreas Papachristodoulou, Christos Kyrkou, Stelios Timotheou, Theocharis Theocharides

The Forward-Forward (FF) Algorithm has been recently proposed to alleviate the issues of backpropagation (BP) commonly used to train deep neural networks.

Image Classification

Extracting the fundamental diagram from aerial footage

1 code implementation7 Jul 2020 Rafael Makrigiorgis, Panayiotis Kolios, Stelios Timotheou, Theocharis Theocharides, Christos G. Panayiotou

At large, this system behavior is characterized through the fundamental diagram of a road segment, a region or the network.

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