Publications

(2020). Hidden Unit Specialization in Layered Neural Networks: ReLU vs. Sigmoidal Activation. Hidden Unit Specialization in Layered Neural Networks: ReLU vs. Sigmoidal Activation.

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(2020). Complex-valued embeddings of generic proximity data. Technical report: Complex-valued embeddings of generic proximity data.

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(2019). On-line learning dynamics of ReLU neural networks using statistical physics techniques. Proc. European Symposium on Artificial Neural Networks (ESANN) 2019, Bruges/Belgium.

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(2017). Prototypes and matrix relevance learning in complex Fourier space. 2017 12th International Workshop on Self-Organizing Maps and Learning Vector Quantization, Clustering and Data Visualization (WSOM).

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