Ghent University Academic Bibliography

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Fractional fourier image transformer for multimodal remote sensing data classification

Xudong Zhao (UGent) , Mengmeng Zhang, Ran Tao, Wei Li, Wenzhi Liao (UGent) , Lianfang Tian and Wilfried Philips (UGent)

(2024) IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS. 35(2). p.2314-2326
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- Journal Article
- A1
- open access
Tensor completion using bilayer multimode low-rank prior and total variation

Haijin Zeng (UGent) , Shaoguang Huang (UGent) , Yongyong Chen, Sheng Liu, Hiep Luong (UGent) and Wilfried Philips (UGent)

(2024) IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS. p.1-15
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Parameter efficient neural networks with singular value decomposed kernels

David Vander Mijnsbrugge (UGent) , Femke Ongenae (UGent) and Sofie Van Hoecke (UGent)

(2023) IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS. 34(9). p.5682-5692
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Cluster-based input weight initialization for echo state networks

Peter Steiner, Azarakhsh Jalalvand (UGent) and Peter Birkholz

(2023) IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS. 34(10). p.7648-7659
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Heterogeneous regularization-based tensor subspace clustering for hyperspectral band selection

Shaoguang Huang (UGent) , Hongyan Zhang, Jize Xue and Aleksandra Pizurica (UGent)

(2023) IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS. 34(11). p.9259-9273
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An end-to-end framework for joint denoising and classification of hyperspectral images

Xian Li, Mingli Ding, Yanfeng Gu and Aleksandra Pizurica (UGent)

(2023) IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS. 34(7). p.3269-3283
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Real-time and adaptive reservoir computing with application to profile prediction in fusion plasma

Azarakhsh Jalalvand (UGent) , Joseph Abbate, Rory Conlin, Geert Verdoolaege (UGent) and Egemen Kolemen

(2022) IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS. 33(6). p.2630-2641
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Information processing capacity of a single-node reservoir computer : an experimental evaluation

Benedikt Vettelschoss (UGent) , Andre Rohm and Miguel C. Soriano

(2022) IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS. 33(6). p.2714-2725
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Multilayer sparsity-based tensor decomposition for low-rank tensor completion

Jize Xue, Yongqiang Zhao, Shaoguang Huang (UGent) , Wenzhi Liao (UGent) , Jonathan Cheung-Wai Chan and Seong G. Kong

(2022) IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS. 33(11). p.6916-6930
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Enhanced sparsity prior model for low-rank tensor completion

Jize Xue, Yongqiang Zhao, Wenzhi Liao (UGent) , Jonathan Cheung-Wai Chan and Seong G. Kong

(2020) IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS. 31(11). p.4567-4581

Academic Bibliography

Fractional fourier image transformer for multimodal remote sensing data classification

Tensor completion using bilayer multimode low-rank prior and total variation

Parameter efficient neural networks with singular value decomposed kernels

Cluster-based input weight initialization for echo state networks

Heterogeneous regularization-based tensor subspace clustering for hyperspectral band selection

An end-to-end framework for joint denoising and classification of hyperspectral images

Real-time and adaptive reservoir computing with application to profile prediction in fusion plasma

Information processing capacity of a single-node reservoir computer : an experimental evaluation

Multilayer sparsity-based tensor decomposition for low-rank tensor completion

Enhanced sparsity prior model for low-rank tensor completion

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