Laurenz Wiskott - Related publications

Affiliations: 
Humboldt-Universität zu Berlin, Berlin, Germany 
NOTE: We are testing a new system for identifying relevant work based on semantic analysis that identifies similarities between recently published papers and the current author's publications. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches.
50 most relevant papers in past 60 days:
Year Citation  Score
2021 Rolls ET. Learning Invariant Object and Spatial View Representations in the Brain Using Slow Unsupervised Learning. Frontiers in Computational Neuroscience. 15: 686239. PMID 34366818 DOI: 10.3389/fncom.2021.686239   
2021 Zhang X, Wang W, Ren CX, Dai DQ. Learning representation for multiple biological networks via a robust graph regularized integration approach. Briefings in Bioinformatics. PMID 34607360 DOI: 10.1093/bib/bbab409   
2021 Gangopadhyay A, Chakrabartty S. A Sparsity-Driven Backpropagation-Less Learning Framework Using Populations of Spiking Growth Transform Neurons. Frontiers in Neuroscience. 15: 715451. PMID 34393719 DOI: 10.3389/fnins.2021.715451   
2021 Zheng C, Pan L, Wu P. Attribute Augmented Network Embedding Based on Generative Adversarial Nets. Ieee Transactions On Neural Networks and Learning Systems. PMID 34623283 DOI: 10.1109/TNNLS.2021.3116419   
2021 Liu K, Sibille J, Dragoi G. Orientation selectivity enhances context generalization and generative predictive coding in the hippocampus. Neuron. PMID 34506724 DOI: 10.1016/j.neuron.2021.08.013   
2021 Goltstein PM, Reinert S, Bonhoeffer T, Hübener M. Mouse visual cortex areas represent perceptual and semantic features of learned visual categories. Nature Neuroscience. PMID 34545249 DOI: 10.1038/s41593-021-00914-5   
2021 Ying C, Liu J, Wu K, Wang C. A Multiobjective Evolutionary Approach for Solving Large-Scale Network Reconstruction Problems via Logistic Principal Component Analysis. Ieee Transactions On Cybernetics. PMID 34520385 DOI: 10.1109/TCYB.2021.3109914   
2021 Song J, Xiao L, Molaei M, Lian Z. Sparse Coding Driven Deep Decision Tree Ensembles for Nucleus Segmentation in Digital Pathology Images. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. PMID 34534088 DOI: 10.1109/TIP.2021.3112057   
2021 Pham HV, Thanh DH, Moore P. Hierarchical Pooling in Graph Neural Networks to Enhance Classification Performance in Large Datasets. Sensors (Basel, Switzerland). 21. PMID 34577277 DOI: 10.3390/s21186070   
2021 Xi J, Ersoy OK, Fang J, Wu T, Wei X, Zhao C. Parallel Multistage Wide Neural Network. Ieee Transactions On Neural Networks and Learning Systems. PMID 34699372 DOI: 10.1109/TNNLS.2021.3120331   
2021 Zhang F, Li J, Wang Y, Guo L, Wu D, Wu H, Zhao H. Ensemble Learning Based on Policy Optimization Neural Networks for Capability Assessment. Sensors (Basel, Switzerland). 21. PMID 34502693 DOI: 10.3390/s21175802   
2021 Ghods A, Cook DJ. A Survey of Deep Network Techniques All Classifiers Can Adopt. Data Mining and Knowledge Discovery. 35: 46-87. PMID 34584490 DOI: 10.1007/s10618-020-00722-8   
2021 O'Reilly RC, Russin JL, Zolfaghar M, Rohrlich J. Deep Predictive Learning in Neocortex and Pulvinar. Journal of Cognitive Neuroscience. 33: 1158-1196. PMID 34428793 DOI: 10.1162/jocn_a_01708   
2021 Cheng PM, Montagnon E, Yamashita R, Pan I, Cadrin-Chênevert A, Perdigón Romero F, Chartrand G, Kadoury S, Tang A. Deep Learning: An Update for Radiologists. Radiographics : a Review Publication of the Radiological Society of North America, Inc. 41: 1427-1445. PMID 34469211 DOI: 10.1148/rg.2021200210   
2021 Wang L, Lei B, Li Q, Su H, Zhu J, Zhong Y. Triple-Memory Networks: A Brain-Inspired Method for Continual Learning. Ieee Transactions On Neural Networks and Learning Systems. PMID 34529579 DOI: 10.1109/TNNLS.2021.3111019   
2021 Yang P, Zhao C, Yang Q, Wei Z, Xiao X, Shen L, Wang T, Lei B, Peng Z. Diagnosis of obsessive-compulsive disorder via spatial similarity-aware learning and fused deep polynomial network. Medical Image Analysis. 75: 102244. PMID 34700244 DOI: 10.1016/j.media.2021.102244   
2021 Qin C, Zhang Y, Liu Y, Zhu D, Coleman SA, Kerr D. Structure-Aware Feature Disentanglement With Knowledge Transfer for Appearance-Changing Place Recognition. Ieee Transactions On Neural Networks and Learning Systems. PMID 34460387 DOI: 10.1109/TNNLS.2021.3105175   
2021 Xiao Y, Jin Y, Hao K. Adaptive Prototypical Networks With Label Words and Joint Representation Learning for Few-Shot Relation Classification. Ieee Transactions On Neural Networks and Learning Systems. PMID 34495842 DOI: 10.1109/TNNLS.2021.3105377   
2021 Yaman A, Iacca G, Mocanu DC, Coler M, Fletcher G, Pechenizkiy M. Evolving Plasticity for Autonomous Learning under Changing Environmental Conditions. Evolutionary Computation. 29: 391-414. PMID 34467993 DOI: 10.1162/evco_a_00286   
2021 Ozcan A, Catal C, Donmez E, Senturk B. A hybrid DNN-LSTM model for detecting phishing URLs. Neural Computing & Applications. 1-17. PMID 34393380 DOI: 10.1007/s00521-021-06401-z   
2021 Choi H, Lim S, Min K, Ahn KH, Lee KM, Jang DP. Non-human primate epidural ECoG analysis using explainable deep learning technology. Journal of Neural Engineering. PMID 34695809 DOI: 10.1088/1741-2552/ac3314   
2021 Wu J, Xu C, Han X, Zhou D, Zhang M, Li H, Tan KC. Progressive Tandem Learning for Pattern Recognition with Deep Spiking Neural Networks. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 34546918 DOI: 10.1109/TPAMI.2021.3114196   
2021 Zhu S, Yang T, Chen C. Visual Explanation for Deep Metric Learning. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. PMID 34469296 DOI: 10.1109/TIP.2021.3107214   
2021 Knolle M, Kaissis G, Jungmann F, Ziegelmayer S, Sasse D, Makowski M, Rueckert D, Braren R. Efficient, high-performance semantic segmentation using multi-scale feature extraction. Plos One. 16: e0255397. PMID 34411138 DOI: 10.1371/journal.pone.0255397   
2021 Ye H, Wang Y, Cao F. A novel meta-learning framework: Multi-features adaptive aggregation method with information enhancer. Neural Networks : the Official Journal of the International Neural Network Society. 144: 755-765. PMID 34688017 DOI: 10.1016/j.neunet.2021.09.029   
2021 Zhang J, Liu T, Tao D. An Optimal Transport Analysis on Generalization in Deep Learning. Ieee Transactions On Neural Networks and Learning Systems. PMID 34554918 DOI: 10.1109/TNNLS.2021.3109942   
2021 Huang L, Ling C. Leveraging Transfer Learning and Chemical Principles toward Interpretable Materials Properties. Journal of Chemical Information and Modeling. PMID 34435765 DOI: 10.1021/acs.jcim.1c00434   
2021 Prashanth T, Saha S, Basarkod S, Aralihalli S, Dhavala SS, Saha S, Aduri R. LipGene: Lipschitz continuity guided adaptive learning rates for fast convergence on Microarray Expression Data Sets. Ieee/Acm Transactions On Computational Biology and Bioinformatics. PMID 34495836 DOI: 10.1109/TCBB.2021.3110516   
2021 Zhang Z, Mondal S, Mandal S, Allred JM, Aghamiri NA, Fali A, Zhang Z, Zhou H, Cao H, Rodolakis F, McChesney JL, Wang Q, Sun Y, Abate Y, Roy K, et al. Neuromorphic learning with Mott insulator NiO. Proceedings of the National Academy of Sciences of the United States of America. 118. PMID 34531299 DOI: 10.1073/pnas.2017239118   
2021 Nourani E, Asgari E, Mc Hardy A, Mofrad M. TripletProt: Deep Representation Learning of Proteins based on Siamese Networks. Ieee/Acm Transactions On Computational Biology and Bioinformatics. PMID 34460382 DOI: 10.1109/TCBB.2021.3108718   
2021 Lao H, Zhang X. Regression and Classification of Alzheimers Disease Diagnosis using NMF-TDNet Features from 3D Brain MR Image. Ieee Journal of Biomedical and Health Informatics. PMID 34543210 DOI: 10.1109/JBHI.2021.3113668   
2021 Gao T, Zhao L, Li X, Chen W. Malware detection based on semi-supervised learning with malware visualization. Mathematical Biosciences and Engineering : Mbe. 18: 5995-6011. PMID 34517520 DOI: 10.3934/mbe.2021300   
2021 Zhang Y, Lan Y, Fang Q, Xu X, Li J, Zeng Y. Efficient Reinforcement Learning from Demonstration via Bayesian Network-Based Knowledge Extraction. Computational Intelligence and Neuroscience. 2021: 7588221. PMID 34603434 DOI: 10.1155/2021/7588221   
2021 Greener JG, Kandathil SM, Moffat L, Jones DT. A guide to machine learning for biologists. Nature Reviews. Molecular Cell Biology. PMID 34518686 DOI: 10.1038/s41580-021-00407-0   
2021 Kim M. The generalized extreme learning machines: Tuning hyperparameters and limiting approach for the Moore-Penrose generalized inverse. Neural Networks : the Official Journal of the International Neural Network Society. 144: 591-602. PMID 34634606 DOI: 10.1016/j.neunet.2021.09.008   
2021 Chen J, Yang S, Wang Z, Mao H. Efficient Sparse Representation for Learning With High-Dimensional Data. Ieee Transactions On Neural Networks and Learning Systems. PMID 34695005 DOI: 10.1109/TNNLS.2021.3119278   
2021 Fu Z, Jiao J, Suttie M, Noble JA. Facial Anatomical Landmark Detection using Regularized Transfer Learning with Application to Fetal Alcohol Syndrome Recognition. Ieee Journal of Biomedical and Health Informatics. PMID 34495853 DOI: 10.1109/JBHI.2021.3110680   
2021 Kang K, Gu M, Xie C, Yang X, Wu H, Zhou K. Neural Reflectance Capture in the View-Illumination Domain. Ieee Transactions On Visualization and Computer Graphics. PMID 34606457 DOI: 10.1109/TVCG.2021.3117370   
2021 Wang X, Ang MH, Lee G. Cascaded Refinement Network for Point Cloud Completion with Self-supervision. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 34460366 DOI: 10.1109/TPAMI.2021.3108410   
2021 Wu L, Pan M. English Grammar Detection Based on LSTM-CRF Machine Learning Model. Computational Intelligence and Neuroscience. 2021: 8545686. PMID 34456995 DOI: 10.1155/2021/8545686   
2021 Nakandala S, Jankowska MM, Tuz-Zahra F, Bellettiere J, Carlson JA, LaCroix AZ, Hartman SJ, Rosenberg DE, Zou J, Kumar A, Natarajan L. Application of Convolutional Neural Network Algorithms for Advancing Sedentary and Activity Bout Classification. Journal For the Measurement of Physical Behaviour. 4: 102-110. PMID 34458688 DOI: 10.1123/jmpb.2020-0016   
2021 Shan D, Luo Y, Zhang X, Zhang C. DRRNets: Dynamic Recurrent Routing via Low-Rank Regularization in Recurrent Neural Networks. Ieee Transactions On Neural Networks and Learning Systems. PMID 34460403 DOI: 10.1109/TNNLS.2021.3105818   
2021 Ning Z, Lin Z, Xiao Q, Du D, Feng Q, Chen W, Zhang Y. Multi-Constraint Latent Representation Learning for Prognosis Analysis Using Multi-Modal Data. Ieee Transactions On Neural Networks and Learning Systems. PMID 34596560 DOI: 10.1109/TNNLS.2021.3112194   
2021 Macpherson T, Matsumoto M, Gomi H, Morimoto J, Uchibe E, Hikida T. Parallel and hierarchical neural mechanisms for adaptive and predictive behavioral control. Neural Networks : the Official Journal of the International Neural Network Society. 144: 507-521. PMID 34601363 DOI: 10.1016/j.neunet.2021.09.009   
2021 Sarker IH. Deep Learning: A Comprehensive Overview on Techniques, Taxonomy, Applications and Research Directions. Sn Computer Science. 2: 420. PMID 34426802 DOI: 10.1007/s42979-021-00815-1   
2021 Gillmann C, Peter L, Schmidt C, Saur D, Scheuermann G, Potel M. Visualizing Multimodal Deep Learning for Lesion Prediction. Ieee Computer Graphics and Applications. 41: 90-98. PMID 34506270 DOI: 10.1109/MCG.2021.3099881   
2021 Zhang C, Song Q, Meng Z. Minibatch Recursive Least Squares Q-Learning. Computational Intelligence and Neuroscience. 2021: 5370281. PMID 34659393 DOI: 10.1155/2021/5370281   
2021 Griffith D, Holehouse AS. PARROT is a flexible recurrent neural network framework for analysis of large protein datasets. Elife. 10. PMID 34533455 DOI: 10.7554/eLife.70576   
2021 Wu A, Wang Y, Zhou M, He X, Zhang H, Qu H, Zhang D. MultiVision: Designing Analytical Dashboards with Deep Learning Based Recommendation. Ieee Transactions On Visualization and Computer Graphics. PMID 34587058 DOI: 10.1109/TVCG.2021.3114826   
2021 Wang ZM, Tian JY, Qin J, Fang H, Chen LM. A Few-Shot Learning-Based Siamese Capsule Network for Intrusion Detection with Imbalanced Training Data. Computational Intelligence and Neuroscience. 2021: 7126913. PMID 34557226 DOI: 10.1155/2021/7126913