Paul Stöwer - Pattern Recognition Lab

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Pattern Recognition Lab PRL

Paul Stöwer, M. Sc.

Researcher

Department of Computer Science
Chair of Computer Science 5 (Pattern Recognition)

Room 10.138
Martensstr. 3
91058 Erlangen

Phone number: +49 9131 85-27775
Fax number: +49 9131 85-27270
Email: paul.stoewer@fau.de
Website: https://lme.tf.fau.de/person/stoewer/

Academic CV

Since 05/2021:
PhD Student at the Pattern Recognition Lab, FAU Erlangen-Nürnberg
10/2018 – 04/2021:
Master’s Degree in Medical Engineering with Focus on Medical Imaging and Data Processing, FAU Erlangen-Nürnberg
10/2014 – 10/2018 :
Bachelor’s Degree in Medical Engineering, FAU Erlangen-Nürnberg

Projects

No projects found.

Publications

2023

Journal Articles

Stöwer P., Schilling A., Maier A., Krauß P.:
Neural network based formation of cognitive maps of semantic spaces and the putative emergence of abstract concepts
In: Scientific Reports (2023)
ISSN: 2045-2322
DOI: 10.1038/s41598-023-30307-6
URL: https://www.nature.com/articles/s41598-023-30307-6
BibTeX: Download

Conference Contributions

Stöwer P., Schilling A., Maier A., Krauß P.:
Conceptual Cognitive Maps Formation with Neural Successor Networks and Word Embeddings
IEEE International Conference on Development and Learning 2023 (ICDL) (Macau, November 9, 2023 - November 11, 2023)
DOI: 10.1109/ICDL55364.2023.10364535
URL: https://ieeexplore.ieee.org/abstract/document/10364535
BibTeX: Download
Surendra K., Schilling A., Stöwer P., Maier A., Krauß P.:
Word class representations spontaneously emerge in a deep neural network trained on next word prediction
22nd IEEE International Conference on Machine Learning and Applications, ICMLA 2023 (Jacksonville, FL, USA, December 15, 2023 - December 17, 2023)
In: M. Arif Wani, Mihai Boicu, Moamar Sayed-Mouchaweh, Pedro Henriques Abreu, Joao Gama (ed.): Proceedings - 22nd IEEE International Conference on Machine Learning and Applications, ICMLA 2023 2023
DOI: 10.1109/ICMLA58977.2023.00223
BibTeX: Download

2022

Journal Articles

Stöwer P., Schliecker C., Schilling A., Metzner C., Maier A., Krauß P.:
Neural network based successor representations to form cognitive maps of space and language
In: Scientific Reports (2022)
ISSN: 2045-2322
DOI: 10.1038/s41598-022-14916-1
URL: https://www.nature.com/articles/s41598-022-14916-1
BibTeX: Download

Conference Contributions

Stöwer P., Krauß P., Maier A.:
Neural network based successor representations to form cognitive maps
Bernstein Conference (Berlin, September 13, 2022 - September 16, 2022)
BibTeX: Download

2021

Conference Contributions

Stöwer P., Krauß P., Maier A.:
The Hippocampus learns a language model with the help of the Successor Representation
Montreal AI & Neuroscience 2021 (Montreal, November 29, 2021 - November 30, 2021)
BibTeX: Download

Lectures

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