| Adaptive method of realizing natural gradient learning for multilayer perceptrons S Amari, H Park, K Fukumizu Neural computation 12 (6), 1399-1409, 2000 | 262 | 2000 |
| Adaptive natural gradient learning algorithms for various stochastic models H Park, SI Amari, K Fukumizu Neural Networks 13 (7), 755-764, 2000 | 222 | 2000 |
| Singularities affect dynamics of learning in neuromanifolds S Amari, H Park, T Ozeki Neural computation 18 (5), 1007-1065, 2006 | 134 | 2006 |
| Singularity and slow convergence of the EM algorithm for Gaussian mixtures H Park, T Ozeki Neural processing letters 29, 45-59, 2009 | 56 | 2009 |
| On-line learning theory of soft committee machines with correlated hidden units–steepest gradient descent and natural gradient descent– M Inoue, H Park, M Okada Journal of the Physical Society of Japan 72 (4), 805-810, 2003 | 39 | 2003 |
| Object recognition in very low resolution images using deep collaborative learning J Seo, H Park IEEE Access 7, 134071-134082, 2019 | 33 | 2019 |
| Geometrical singularities in the neuromanifold of multilayer perceptrons S Amari, H Park, T Ozeki Advances in neural information processing systems 14, 2001 | 31 | 2001 |
| A New Similarity Measure Based on Intraclass Statistics for Biometrie Systems K Lee, H Park ETRI journal 25 (5), 401-406, 2003 | 30 | 2003 |
| Robust recognition of face with partial variations using local features and statistical learning J Seo, H Park Neurocomputing 129, 41-48, 2014 | 27 | 2014 |
| Online learning dynamics of multilayer perceptrons with unidentifiable parameters H Park, M Inoue, M Okada Journal of Physics A: Mathematical and General 36 (47), 11753, 2003 | 21 | 2003 |
| A multimodal user authentication system using faces and gestures H Choi, H Park BioMed research international 2015, 2015 | 20 | 2015 |
| Nonlinear dimension reduction using ISOMap based on class information M Cho, H Park 2009 International Joint Conference on Neural Networks, 566-570, 2009 | 20 | 2009 |
| Probabilistic learning of similarity measures for tensor PCA K Lee, H Park Pattern Recognition Letters 33 (10), 1364-1372, 2012 | 19 | 2012 |
| Toward a digital goods consumer competence index: An exploratory study HY Park, JY Rha, R Widdows Family and Consumer Sciences Research Journal 40 (2), 184-199, 2011 | 17 | 2011 |
| Improving generalization performance of natural gradient learning using optimized regularization by NIC H Park, N Murata, S Amari Neural Computation 16 (2), 355-382, 2004 | 17 | 2004 |
| A hierarchical structure for gesture recognition using RGB-D sensor H Choi, H Park Proceedings of the second international conference on Human-agent …, 2014 | 15 | 2014 |
| A robust face recognition through statistical learning of local features J Seo, H Park Neural Information Processing: 18th International Conference, ICONIP 2011 …, 2011 | 12 | 2011 |
| Slow dynamics due to singularities of hierarchical learning machines H Park, M Inoue, M Okada Progress of Theoretical Physics Supplement 157, 275-279, 2005 | 12 | 2005 |
| Learning and inference in hierarchical models with singularities S Amari, T Ozeki, H Park Systems and Computers in Japan 34 (7), 34-42, 2003 | 11 | 2003 |
| Network optimization through learning and pruning in neuromanifold H Lee, H Park, Y Lee PRICAI 2002: Trends in Artificial Intelligence: 7th Pacific Rim …, 2002 | 10 | 2002 |
