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Journal Articles
- 2023
[j1]David A. Ehrlich, Andreas C. Schneider, Viola Priesemann, Michael Wibral, Abdullah Makkeh:
A Measure of the Complexity of Neural Representations based on Partial Information Decomposition. Trans. Mach. Learn. Res. 2023 (2023)
Conference and Workshop Papers
- 2025
- [c1]Andreas Christian Schneider, Valentin Neuhaus, David Alexander Ehrlich, Abdullah Makkeh, Alexander S. Ecker, Viola Priesemann, Michael Wibral:
What should a neuron aim for? Designing local objective functions based on information theory. ICLR 2025
Data and Artifacts
- 2024
- [d4]Abdullah Makkeh
, Marcel Graetz, Andreas C. Schneider, David A. Ehrlich, Viola Priesemann, Michael Wibral:
A General Framework for Interpretable Neural Learning based on Local Information-Theoretic Goal Functions. GRO.data, 2024
- 2023
- [d3]Sebastian Bernd Mohr, Andreas C. Schneider, Jasper Benke, Viola Priesemann:
Telegram graph data of COVID-19 related channels. 2.1. GRO.data, 2023 [all versions] - [d2]Sebastian Bernd Mohr, Andreas C. Schneider, Viola Priesemann:
Telegram graph data of COVID-19 related channels. 2.0. GRO.data, 2023 [all versions] - [d1]Sebastian Bernd Mohr, Andreas C. Schneider, Süheda Yildirim, Jasper Benke, Viola Priesemann:
Telegram graph data of COVID-19 related channels. 2.2. GRO.data, 2023 [all versions]
Informal and Other Publications
- 2025
- [i4]Mark Blümel, Andreas C. Schneider, Valentin Neuhaus, David A. Ehrlich, Marcel Graetz, Michael Wibral, Abdullah Makkeh, Viola Priesemann:
Redundancy Maximization as a Principle of Associative Memory Learning. CoRR abs/2511.02584 (2025) - 2024
- [i3]Andreas C. Schneider, Valentin Neuhaus, David A. Ehrlich, Abdullah Makkeh, Alexander S. Ecker, Viola Priesemann, Michael Wibral:
What should a neuron aim for? Designing local objective functions based on information theory. CoRR abs/2412.02482 (2024) - 2023
- [i2]Marcel Graetz, Abdullah Makkeh, Andreas C. Schneider, David A. Ehrlich, Viola Priesemann, Michael Wibral:
Infomorphic networks: Locally learning neural networks derived from partial information decomposition. CoRR abs/2306.02149 (2023) - 2022
- [i1]David A. Ehrlich, Andreas C. Schneider, Michael Wibral, Viola Priesemann, Abdullah Makkeh:
Partial Information Decomposition Reveals the Structure of Neural Representations. CoRR abs/2209.10438 (2022)
Coauthor Index
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