Browsing by Author "Birkholz, Peter"
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Publication Cluster-Based Input Weight Initialization for Echo State Networks
Journal article2023, IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, (34) 10, p.7648-7659Publication Feature Engineering and Stacked Echo State Networks for Musical Onset Detection
Proceedings paper2021, 25th International Conference on Pattern Recognition (ICPR), JAN 10-15, 2021, p.9537-9544Publication Improved Acoustic Modeling for Automatic Piano Music Transcription Using Echo State Networks
Proceedings paper2021, 18th International Conference on Quantitative Evaluation Systems (QEST), AUG 23-27, 2021, p.143-154Publication Multipitch tracking in music signals using Echo State Networks
Proceedings paper2021, 28th European Signal Processing Conference (EUSIPCO), JAN 18-22, 2021, p.126-130Publication PyRCN: A toolbox for exploration and application of Reservoir Computing Networks
Journal article2022, ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, (113) /, p.104964Publication Unsupervised Pretraining of Echo State Networks for Onset Detection
Proceedings paper2021, 30th International Conference on Artificial Neural Networks (ICANN), SEP 14-17, 2021, p.59-70