| Reservoir computing with biocompatible organic electrochemical networks for brain-inspired biosignal classification M Cucchi, C Gruener, L Petrauskas, P Steiner, H Tseng, A Fischer, ... Science Advances 7 (34), eabh0693, 2021 | 120 | 2021 |
| PyRCN: A toolbox for exploration and application of Reservoir Computing Networks P Steiner, A Jalalvand, S Stone, P Birkholz Engineering Applications of Artificial Intelligence 113, 104964, 2022 | 22 | 2022 |
| Cluster-based input weight initialization for echo state networks P Steiner, A Jalalvand, P Birkholz IEEE Transactions on Neural Networks and Learning Systems 34 (10), 7648-7659, 2022 | 19 | 2022 |
| Multipitch tracking in music signals using echo state networks P Steiner, S Stone, P Birkholz, A Jalalvand 2020 28th European Signal Processing Conference (EUSIPCO), 126-130, 2021 | 19 | 2021 |
| Feature engineering and stacked echo state networks for musical onset detection P Steiner, A Jalalvand, S Stone, P Birkholz 2020 25th International Conference on Pattern Recognition (ICPR), 9537-9544, 2021 | 13 | 2021 |
| Articulatory copy synthesis using long-short term memory networks Y Gao, P Steiner, P Birkholz Studientexte zur Sprachkommunikation: Elektronische Sprachsignalverarbeitung …, 2020 | 11 | 2020 |
| Evaluation of a non-personalized optopalatographic device for prospective use in functional post-stroke dysphagia therapy C Wagner, L Stappenbeck, H Wenzel, P Steiner, B Lehnert, P Birkholz IEEE Transactions on Biomedical Engineering 69 (1), 356-365, 2021 | 10 | 2021 |
| A Time-Warping Pitch Tracking Algorithm Considering Fast f0 Changes. S Stone, P Steiner, P Birkholz INTERSPEECH, 419-423, 2017 | 10 | 2017 |
| Comparison of machine learning systems trained to detect Alfvén eigenmodes using the CO2 interferometer on DIII-D AV Garcia, A Jalalvand, P Steiner, A Rothstein, M Van Zeeland, ... Nuclear Fusion 63 (12), 126039, 2023 | 6 | 2023 |
| Note onset detection using echo state networks P Steiner, S Stone, P Birkholz Konferenz Elektronische Sprachsignalverarbeitung, 157-164, 2020 | 6 | 2020 |
| Alfvén eigenmode detection using Long-Short Term Memory Networks and CO2 Interferometer data on the DIII-D National Fusion Facility AV Garcia, A Jalalvand, P Steiner, A Rothstein, M Van Zeeland, ... 2023 International Joint Conference on Neural Networks (IJCNN), 1-8, 2023 | 5 | 2023 |
| Exploring unsupervised pre-training for echo state networks P Steiner, A Jalalvand, P Birkholz Neural Computing and Applications 35 (34), 24225-24242, 2023 | 3 | 2023 |
| Unsupervised pretraining of echo state networks for onset detection P Steiner, A Jalalvand, P Birkholz International Conference on Artificial Neural Networks, 59-70, 2021 | 3 | 2021 |
| Machine learning based evaluation of dynamic events in medium voltage grid components E Winkelmann, C Steiner, I Shevchenko, P Steiner, P Birkholz, ... IET Digital Library, 2021 | 2 | 2021 |
| Improved Acoustic Modeling for Automatic Piano Music Transcription Using Echo State Networks P Steiner, A Jalalvand, P Birkholz International Work-Conference on Artificial Neural Networks, 143-154, 2021 | 1 | 2021 |
| Glottal Closure Instant Detection using Echo State Networks P Steiner, I Howard, P Birkholz | 1 | 2021 |
| Real-time manipulation of the F0-contour in synthetic speech using the Fujisaki model S Stone, K Schulze, P Steiner, P Birkholz Studientexte zur Sprachkommunikation: Elektronische Sprachsignalverarbeitung …, 2017 | 1 | 2017 |
| Enhancing Temporal Resolution in Fusion Diagnostics through Multimodal Neural Networks A Jalalvand, M Curie, SK Kim, J Seo, P Steiner, Q Hu, A Nelson, ... Bulletin of the American Physical Society, 2024 | | 2024 |
| Diag2Diag: Multi modal super resolution for physics discovery with application to fusion A Jalalvand, M Curie, SK Kim, P Steiner, J Seo, Q Hu, AO Nelson, ... arXiv preprint arXiv:2405.05908, 2024 | | 2024 |
| Development and Analysis of Non-standard Echo State Networks P Steiner | | 2024 |
Peter BirkholzProf. for Speech Technology and Cognitive Systems, TU Dresden, GermanyVerified email at vocaltractlab.de
