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Peter Steiner
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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
862021
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
182021
Cluster-based input weight initialization for echo state networks
P Steiner, A Jalalvand, P Birkholz
IEEE Transactions on Neural Networks and Learning Systems, 2022
152022
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
132022
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
132021
Articulatory copy synthesis using long-short term memory networks
Y Gao, P Steiner, P Birkholz
Studientexte zur Sprachkommunikation: Elektronische Sprachsignalverarbeitung …, 2020
102020
A Time-Warping Pitch Tracking Algorithm Considering Fast f0 Changes.
S Stone, P Steiner, P Birkholz
INTERSPEECH, 419-423, 2017
102017
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
82021
Note onset detection using echo state networks
P Steiner, S Stone, P Birkholz
Konferenz Elektronische Sprachsignalverarbeitung, 157-164, 2020
62020
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
32023
Unsupervised pretraining of echo state networks for onset detection
P Steiner, A Jalalvand, P Birkholz
International Conference on Artificial Neural Networks, 59-70, 2021
32021
Exploring unsupervised pre-training for echo state networks
P Steiner, A Jalalvand, P Birkholz
Neural Computing and Applications 35 (34), 24225-24242, 2023
22023
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
22021
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
12023
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
12021
Glottal Closure Instant Detection using Echo State Networks
P Steiner, I Howard, P Birkholz
12021
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
12017
Development and Analysis of non-standard Echo State Networks
P Steiner
2024
Non-Standard Echo State Networks for Video Door State Monitoring
P Steiner, A Jalalvand, P Birkholz
2023 International Joint Conference on Neural Networks (IJCNN), 1-8, 2023
2023
Identification of Alfvén eigenmodes using recurrent neural networks, a labelled database and CO2 interferometer data on DIII-D
A Garcia, A Jalalvand, P Steiner, A Rothstein, M Van Zeeland, ...
APS Division of Plasma Physics Meeting Abstracts 2023, NP11. 023, 2023
2023
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