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Books and Theses
- 2024
[b1]Peter Steiner:
Development and analysis of non-standard echo state networks. Dresden University of Technology, Germany, TUDpress 2024, ISBN 978-3-95908-648-6, pp. 1-196
Journal Articles
- 2023
- [j6]Peter Steiner
, Azarakhsh Jalalvand, Peter Birkholz:
Exploring unsupervised pre-training for echo state networks. Neural Comput. Appl. 35(34): 24225-24242 (2023) - [j5]Peter Steiner, Azarakhsh Jalalvand, Peter Birkholz:
Cluster-Based Input Weight Initialization for Echo State Networks. IEEE Trans. Neural Networks Learn. Syst. 34(10): 7648-7659 (2023) - 2022
- [j4]Peter Steiner, Azarakhsh Jalalvand, Simon Stone, Peter Birkholz:
PyRCN: A toolbox for exploration and application of Reservoir Computing Networks. Eng. Appl. Artif. Intell. 113: 104964 (2022) - [j3]Christoph Wagner, Lydia Stappenbeck, Harald Wenzel, Peter Steiner, Bernhard Lehnert, Peter Birkholz:
Evaluation of a Non-Personalized Optopalatographic Device for Prospective Use in Functional Post-Stroke Dysphagia Therapy. IEEE Trans. Biomed. Eng. 69(1): 356-365 (2022) - 2013
- [j2]Christoph Sax, Peter Steiner:
Temporal Disaggregation of Time Series. R J. 5(2): 80 (2013) - 1992
- [j1]Peter Steiner:
Extending multiprogramming to a DMPP. Future Gener. Comput. Syst. 8(1-3): 93-109 (1992)
Conference and Workshop Papers
- 2023
- [c7]Alvin V. Garcia, Azarakhsh Jalalvand, Peter Steiner, Andrew Rothstein, Michael Van Zeeland, William W. Heidbrink, Egemen Kolemen:
Alfvén eigenmode detection using Long-Short Term Memory Networks and CO2 Interferometer data on the DIII-D National Fusion Facility. IJCNN 2023: 1-8 - [c6]Peter Steiner, Azarakhsh Jalalvand, Peter Birkholz:
Non-Standard Echo State Networks for Video Door State Monitoring. IJCNN 2023: 1-8 - 2021
- [c5]Peter Steiner, Azarakhsh Jalalvand, Peter Birkholz:
Unsupervised Pretraining of Echo State Networks for Onset Detection. ICANN (5) 2021: 59-70 - [c4]Peter Steiner, Azarakhsh Jalalvand, Peter Birkholz:
Improved Acoustic Modeling for Automatic Piano Music Transcription Using Echo State Networks. IWANN (2) 2021: 143-154 - 2020
- [c3]Peter Steiner, Simon Stone, Peter Birkholz, Azarakhsh Jalalvand:
Multipitch tracking in music signals using Echo State Networks. EUSIPCO 2020: 126-130 - [c2]Peter Steiner, Azarakhsh Jalalvand, Simon Stone, Peter Birkholz:
Feature Engineering and Stacked Echo State Networks for Musical Onset Detection. ICPR 2020: 9537-9544 - 2017
- [c1]Simon Stone, Peter Steiner, Peter Birkholz:
A Time-Warping Pitch Tracking Algorithm Considering Fast f0 Changes. INTERSPEECH 2017: 419-423
Informal and Other Publications
- 2024
- [i3]Azarakhsh Jalalvand, Max Curie, SangKyeun Kim, Peter Steiner, Jaemin Seo, Qiming Hu, Andrew Oakleigh Nelson, Egemen Kolemen:
Diag2Diag: Multimodal super-resolution diagnostics for physics discovery with application to fusion. CoRR abs/2405.05908 (2024) - 2021
- [i2]Peter Steiner, Azarakhsh Jalalvand, Peter Birkholz:
Cluster-based Input Weight Initialization for Echo State Networks. CoRR abs/2103.04710 (2021) - [i1]Peter Steiner, Azarakhsh Jalalvand, Simon Stone, Peter Birkholz:
PyRCN: Exploration and Application of ESNs. CoRR abs/2103.04807 (2021)
Coauthor Index
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