Shun-ichi Amari - Related publications

Affiliations: 
RIKEN 
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50 most relevant papers in past 60 days:
Year Citation  Score
2021 Gowgi P, Machireddy A, Garani SS. Spatiotemporal Memories for Missing Samples Reconstruction. Ieee Transactions On Neural Networks and Learning Systems. PMID 33729955 DOI: 10.1109/TNNLS.2021.3062463   
2021 Nápoles G, Bello M, Salgueiro Y. Long-term Cognitive Network-based architecture for multi-label classification. Neural Networks : the Official Journal of the International Neural Network Society. 140: 39-48. PMID 33744712 DOI: 10.1016/j.neunet.2021.03.001   
2021 Liu J, Li M, Luo Y, Yang S, Li W, Bi Y. Alzheimer's disease detection using depthwise separable convolutional neural networks. Computer Methods and Programs in Biomedicine. 203: 106032. PMID 33713959 DOI: 10.1016/j.cmpb.2021.106032   
2021 Lazos D, Collins-Fekete CA, Bober M, Evans PM, Dikaios N. Machine learning for proton path tracking in proton computed tomography. Physics in Medicine and Biology. PMID 33765674 DOI: 10.1088/1361-6560/abf1fd   
2021 Yu C, Rosendo A. Risk-Aware Model-Based Control. Frontiers in Robotics and Ai. 8: 617839. PMID 33778013 DOI: 10.3389/frobt.2021.617839   
2021 Costa MS, Tomic S, Beko M. An SOCP Estimator for Hybrid RSS and AOA Target Localization in Sensor Networks. Sensors (Basel, Switzerland). 21. PMID 33802341 DOI: 10.3390/s21051731   
2021 Wang W, Zhang X, Dai DQ. DeFusion: a denoised network regularization framework for multi-omics integration. Briefings in Bioinformatics. PMID 33822879 DOI: 10.1093/bib/bbab057   
2021 Zhang X, Yang L, Zhang B, Liu Y, Jiang D, Qin X, Hao M. Multi-Scale Aggregation Graph Neural Networks Based on Feature Similarity for Semi-Supervised Learning. Entropy (Basel, Switzerland). 23. PMID 33800642 DOI: 10.3390/e23040403   
2021 Aquino-Brítez D, Ortiz A, Ortega J, León J, Formoso M, Gan JQ, Escobar JJ. Optimization of Deep Architectures for EEG Signal Classification: An AutoML Approach Using Evolutionary Algorithms. Sensors (Basel, Switzerland). 21. PMID 33802684 DOI: 10.3390/s21062096   
2021 Hernández-Sanjaime R, González M, Peñalver A, López-Espín JJ. Estimating Simultaneous Equation Models through an Entropy-Based Incremental Variational Bayes Learning Algorithm. Entropy (Basel, Switzerland). 23. PMID 33805175 DOI: 10.3390/e23040384   
2021 Chen F, Chen C, Guo G, Hua C, Chen G. Delay and Packet-Drop Tolerant Multistage Distributed Average Tracking in Mean Square. Ieee Transactions On Cybernetics. PMID 33729980 DOI: 10.1109/TCYB.2021.3062035   
2021 Cui H, Xia G, Huang C, Wang J, Bai L. Spectral bandwidth correction with optimal parameters based on deep learning. Applied Optics. 60: 1273-1282. PMID 33690570 DOI: 10.1364/AO.412526   
2021 Hou E, Lawrence E, Hero AO. Penalized ensemble Kalman filters for high dimensional non-linear systems. Plos One. 16: e0248046. PMID 33735201 DOI: 10.1371/journal.pone.0248046   
2021 Esfandiari Y, Balu A, Ebrahimi K, Vaidya U, Elia N, Sarkar S. A fast saddle-point dynamical system approach to robust deep learning. Neural Networks : the Official Journal of the International Neural Network Society. 139: 33-44. PMID 33677377 DOI: 10.1016/j.neunet.2021.02.021   
2021 Zhang Y, Li Y, Deng W, Huang K, Yang C. Complex networks identification using Bayesian model with independent Laplace prior. Chaos (Woodbury, N.Y.). 31: 013107. PMID 33754749 DOI: 10.1063/5.0031134   
2021 Jin XB, Robert Jeremiah RJ, Su TL, Bai YT, Kong JL. The New Trend of State Estimation: From Model-Driven to Hybrid-Driven Methods. Sensors (Basel, Switzerland). 21. PMID 33809743 DOI: 10.3390/s21062085   
2021 Zhao Q, Yan B, Shi Y, Middendorf M. Evolutionary Dynamic Multiobjective Optimization via Learning From Historical Search Process. Ieee Transactions On Cybernetics. PMID 33729970 DOI: 10.1109/TCYB.2021.3059252   
2021 Li Y, Gault R, McGinnity TM. Probabilistic, Recurrent, Fuzzy Neural Network for Processing Noisy Time-Series Data. Ieee Transactions On Neural Networks and Learning Systems. PMID 33687850 DOI: 10.1109/TNNLS.2021.3061432   
2021 Han H, Ren Z, Li L, Zhu Z. Automatic Modulation Classification Based on Deep Feature Fusion for High Noise Level and Large Dynamic Input. Sensors (Basel, Switzerland). 21. PMID 33803042 DOI: 10.3390/s21062117   
2021 Huang Y, Meng Z. Fully Distributed Event-Triggered Optimal Coordinated Control for Multiple Euler-Lagrangian Systems. Ieee Transactions On Cybernetics. PMID 33705340 DOI: 10.1109/TCYB.2021.3057426   
2021 Zhou J, Hoen AG, Mcritchie S, Pathmasiri W, Viles WD, Nguyen QP, Madan JC, Dade E, Karagas MR, Gui J. Information enhanced model selection for Gaussian graphical model with application to metabolomic data. Biostatistics (Oxford, England). PMID 33720330 DOI: 10.1093/biostatistics/kxab006   
2021 Mobiny A, Yuan P, Moulik SK, Garg N, Wu CC, Van Nguyen H. DropConnect is effective in modeling uncertainty of Bayesian deep networks. Scientific Reports. 11: 5458. PMID 33750847 DOI: 10.1038/s41598-021-84854-x   
2021 Mobiny A, Yuan P, Moulik SK, Garg N, Wu CC, Van Nguyen H. DropConnect is effective in modeling uncertainty of Bayesian deep networks. Scientific Reports. 11: 5458. PMID 33750847 DOI: 10.1038/s41598-021-84854-x   
2021 Vurtur Badarinath P, Chierichetti M, Davoudi Kakhki F. A Machine Learning Approach as a Surrogate for a Finite Element Analysis: Status of Research and Application to One Dimensional Systems. Sensors (Basel, Switzerland). 21. PMID 33673605 DOI: 10.3390/s21051654   
2021 Pantho MJH, Bhowmik P, Bobda C. Towards an Efficient CNN Inference Architecture Enabling In-Sensor Processing. Sensors (Basel, Switzerland). 21. PMID 33802235 DOI: 10.3390/s21061955   
2021 Sun CX, Liu X. A state observer for the computational network model of neural populations. Chaos (Woodbury, N.Y.). 31: 013127. PMID 33754748 DOI: 10.1063/5.0020184   
2021 Chau VH. Powerlifting score prediction using a machine learning method. Mathematical Biosciences and Engineering : Mbe. 18: 1040-1050. PMID 33757174 DOI: 10.3934/mbe.2021056   
2021 Afebu KO, Liu Y, Papatheou E, Guo B. LSTM-based approach for predicting periodic motions of an impacting system via transient dynamics. Neural Networks : the Official Journal of the International Neural Network Society. 140: 49-64. PMID 33744713 DOI: 10.1016/j.neunet.2021.02.027   
2021 Verma S, Wang C, Zhu L, Liu W. Attn-HybridNet: Improving Discriminability of Hybrid Features With Attention Fusion. Ieee Transactions On Cybernetics. PMID 33739927 DOI: 10.1109/TCYB.2021.3060176   
2021 Liu L, Zhou W, Fei M, Yang Z, Yang H, Zhou H. Distributed Fusion Estimation for Stochastic Uncertain Systems With Network-Induced Complexity and Multiple Noise. Ieee Transactions On Cybernetics. PMID 33729971 DOI: 10.1109/TCYB.2021.3059367   
2021 Li Y. A Fault Prediction and Cause Identification Approach in Complex Industrial Processes Based on Deep Learning. Computational Intelligence and Neuroscience. 2021: 6612342. PMID 33747072 DOI: 10.1155/2021/6612342   
2021 Kang I, Yi W, Turner BM. A regularization method for linking brain and behavior. Psychological Methods. PMID 33793267 DOI: 10.1037/met0000387   
2021 Barzegar V, Laflamme S, Hu C, Dodson J. Multi-Time Resolution Ensemble LSTMs for Enhanced Feature Extraction in High-Rate Time Series. Sensors (Basel, Switzerland). 21. PMID 33802233 DOI: 10.3390/s21061954   
2021 Zhang X, Huang W, Gao J, Wang D, Bai C, Chen Z. Deep sparse transfer learning for remote smart tongue diagnosis. Mathematical Biosciences and Engineering : Mbe. 18: 1169-1186. PMID 33757181 DOI: 10.3934/mbe.2021063   
2021 Liu J, Liu X, Yang Y, Guo X, Kloft M, He L. Multiview Subspace Clustering via Co-Training Robust Data Representation. Ieee Transactions On Neural Networks and Learning Systems. PMID 33835924 DOI: 10.1109/TNNLS.2021.3069424   
2021 Moghadam R, Natarajan P, Jagannathan S. Online Optimal Adaptive Control of Partially Uncertain Nonlinear Discrete-Time Systems Using Multilayer Neural Networks. Ieee Transactions On Neural Networks and Learning Systems. PMID 33710960 DOI: 10.1109/TNNLS.2021.3061414   
2021 Li W, Jelfs B, Kealy A, Wang X, Moran B. Cooperative Localization Using Distance Measurements for Mobile Nodes. Sensors (Basel, Switzerland). 21. PMID 33671554 DOI: 10.3390/s21041507   
2021 Pernici F, Bruni M, Baecchi C, Bimbo AD. Regular Polytope Networks. Ieee Transactions On Neural Networks and Learning Systems. PMID 33606644 DOI: 10.1109/TNNLS.2021.3056762   
2021 Wang H, Lu W, Chang Z. Simultaneous identification of groundwater contamination source and aquifer parameters with a new weighted-average wavelet variable-threshold denoising method. Environmental Science and Pollution Research International. PMID 33733419 DOI: 10.1007/s11356-021-12959-x   
2021 Chen C, Leach R, Wang J, Liu X, Jiang X, Lu W. Locally adaptive thresholding centroid localization in confocal microscopy. Optics Letters. 46: 1616-1619. PMID 33793501 DOI: 10.1364/OL.405443   
2021 Yoon S, Yang H, Seong W. Deep learning-based high-frequency source depth estimation using a single sensor. The Journal of the Acoustical Society of America. 149: 1454. PMID 33765794 DOI: 10.1121/10.0003603   
2021 Xie J, Siyu C, Zhang Y, Gao D, Liu T. Combining generative adversarial network and multi-output CNN for motor imagery classification. Journal of Neural Engineering. PMID 33684896 DOI: 10.1088/1741-2552/abecc5   
2021 Mohammed WM, Martinez Lastra JL. FASTory digital twin data. Data in Brief. 35: 106912. PMID 33732826 DOI: 10.1016/j.dib.2021.106912   
2021 Mohammed WM, Martinez Lastra JL. FASTory digital twin data. Data in Brief. 35: 106912. PMID 33732826 DOI: 10.1016/j.dib.2021.106912   
2021 Liu K, Ma Z, Liu Y, Yang J, Yao Y. Enhanced Defect Detection in Carbon Fiber Reinforced Polymer Composites via Generative Kernel Principal Component Thermography. Polymers. 13. PMID 33800303 DOI: 10.3390/polym13050825   
2021 Gelman A, Vákár M. Slamming the sham: A Bayesian model for adaptive adjustment with noisy control data. Statistics in Medicine. PMID 33819927 DOI: 10.1002/sim.8973   
2021 Wang Y, Yang G, Xie R, Liu H, Liu K, Li X. An Ensemble Deep Belief Network Model Based on Random Subspace for NO Concentration Prediction. Acs Omega. 6: 7655-7668. PMID 33778276 DOI: 10.1021/acsomega.0c06317   
2021 Xu X, Feng J, Zhan L, Li Z, Qian F, Yan Y. Fault Diagnosis of Permanent Magnet Synchronous Motor Based on Stacked Denoising Autoencoder. Entropy (Basel, Switzerland). 23. PMID 33809338 DOI: 10.3390/e23030339   
2021 Shestopaloff K, Dong M, Gao F, Xu W. Dcmd: Distance-based classification using mixture distributions on microbiome data. Plos Computational Biology. 17: e1008799. PMID 33711013 DOI: 10.1371/journal.pcbi.1008799   
2021 Mangravite L, Mooney SD, Friedberg I, Guinney J. Establishing the reliability of algorithms. Pacific Symposium On Biocomputing. Pacific Symposium On Biocomputing. 26: 341-345. PMID 33691031