Hujun Yin
Hujun Yin
School of Electrical and Electronic Engineering, The University of Manchester
Verified email at - Homepage
Cited by
Cited by
Handbook of neural computation
E Fiesler, R Beale
CRC Press, 2020
ViSOM-a novel method for multivariate data projection and structure visualization
H Yin
IEEE Transactions on Neural Networks 13 (1), 237-243, 2002
The self-organizing maps: background, theories, extensions and applications
H Yin
Computational intelligence: A compendium, 715-762, 2008
Meta-learning with warped gradient descent
S Flennerhag, AA Rusu, R Pascanu, F Visin, H Yin, R Hadsell
arXiv preprint arXiv:1909.00025, 2019
Self-organizing mixture networks for probability density estimation
H Yin, NM Allinson
IEEE Transactions on Neural Networks 12 (2), 405-411, 2001
Data visualisation and manifold mapping using the ViSOM
H Yin
Neural Networks 15 (8-9), 1005-1016, 2002
Exchange rate prediction using hybrid neural networks and trading indicators
H Ni, H Yin
Neurocomputing 72 (13-15), 2815-2823, 2009
Image denoising using self-organizing map-based nonlinear independent component analysis
M Haritopoulos, H Yin, NM Allinson
Neural Networks 15 (8-9), 1085-1098, 2002
Deep learning models for denoising ECG signals
CTC Arsene, R Hankins, H Yin
2019 27th European Signal Processing Conference (EUSIPCO), 1-5, 2019
On the distribution and convergence of feature space in self-organizing maps
H Yin, NM Allinson
Neural computation 7 (6), 1178-1187, 1995
The challenges posed by global broadacre crops in delivering smart agri-robotic solutions: A fundamental rethink is required
BD Grieve, T Duckett, M Collison, L Boyd, J West, H Yin, F Arvin, ...
Global Food Security 23, 116-124, 2019
Feature pyramid encoding network for real-time semantic segmentation
M Liu, H Yin
arXiv preprint arXiv:1909.08599, 2019
Clustering of unevenly sampled gene expression time-series data
CS Möller-Levet, F Klawonn, KH Cho, H Yin, O Wolkenhauer
Fuzzy sets and Systems 152 (1), 49-66, 2005
Webcaricature: a benchmark for caricature recognition
J Huo, W Li, Y Shi, Y Gao, H Yin
arXiv preprint arXiv:1703.03230, 2017
Kernel self-organising maps for classification
KW Lau, H Yin, S Hubbard
Neurocomputing 69 (16-18), 2033-2040, 2006
Packet shaping for mixed rate 802.11 wireless networks
LJ Cimini Jr, Z Kostic, KK Leung, H Yin
US Patent 7,301,965, 2007
Design and experimental validation of deep reinforcement learning-based fast trajectory planning and control for mobile robot in unknown environment
R Chai, H Niu, J Carrasco, F Arvin, H Yin, B Lennox
IEEE Transactions on Neural Networks and Learning Systems 35 (4), 5778-5792, 2022
Learning nonlinear principal manifolds by self-organising maps
H Yin
Principal manifolds for data visualization and dimension reduction, 68-95, 2008
Recent advances with the growing hierarchical self-organizing map
N Allinson, H Yin, L Allinson, J Slack, M Dittenbach, A Rauber, D Merkl
Advances in Self-Organising Maps, 140-145, 2001
A survey of deep learning approaches to image restoration
J Su, B Xu, H Yin
Neurocomputing 487, 46-65, 2022
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