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Design of Weight Matrices for Echo State Networks With Truncated Singular Values
2019 Chinese Automation Congress (CAC), 2019As a special recurrent neural network, Echo State Network (ESN) has succeed best in the field of nonlinear time series prediction. The key part of ESN is a sparsely and randomly connected recurrent layer (reservoir) which leads to a large and sparse random weight matrix.
Li Fanjun +4 more
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Fast Hartley transform and truncated singular value algorithm for circular deconvolution
Optical Engineering, 1997The fast Hartley transform (FHT) algorithm for solving wellconditioned circular deconvolution is suggested. The arithmetic operations save about half compared to the fast Fourier transform (FFT) deconvolution algorithm. The Moore-Penrose generalized inverse of the circulant matrix connection to FHT matrices is investigated, then the least-squares ...
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Velocity analysis by truncated singular value decomposition
SEG Technical Program Expanded Abstracts 1993, 1993Spagnolini, Umberto +2 more
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Modified truncated singular value decomposition method for moving force identification
Advances in Structural Engineering, 2022Zhen Chen, Xuan Kong
exaly
Hyperspectral Multispectral Image Fusion via Fast Matrix Truncated Singular Value Decomposition
Remote Sensing, 2023Hong Lin, Jian Long, Yuanxi Peng
exaly
Aeromagnetic Compensation Using an Improved Truncated Singular Value Decomposition Method
2023 6th International Conference on Information Communication and Signal Processing (ICICSP), 2023Wenhua Song +3 more
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International Journal of Machine Learning and Cybernetics, 2023
Baozhen Lee +3 more
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Baozhen Lee +3 more
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Application of truncated singular value decomposition to flight test data analysis
38th Aerospace Sciences Meeting and Exhibit, 2000A. Randall, T.-M. Lee, R. Danaher
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