Ulises Pereira Obilinovic - Related publications

New York University, Center for Neural Science 
computational neuroscience
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50 most relevant papers in past 60 days:
Year Citation  Score
2020 Le WT, Maleki F, Romero FP, Forghani R, Kadoury S. Overview of Machine Learning: Part 2: Deep Learning for Medical Image Analysis. Neuroimaging Clinics of North America. 30: 417-431. PMID 33038993 DOI: 10.1016/j.nic.2020.06.003   
2020 Klos C, Kalle Kossio YF, Goedeke S, Gilra A, Memmesheimer RM. Dynamical Learning of Dynamics. Physical Review Letters. 125: 088103. PMID 32909804 DOI: 10.1103/PhysRevLett.125.088103   
2020 Pomyen Y, Wanichthanarak K, Poungsombat P, Fahrmann J, Grapov D, Khoomrung S. Deep metabolome: Applications of deep learning in metabolomics. Computational and Structural Biotechnology Journal. 18: 2818-2825. PMID 33133423 DOI: 10.1016/j.csbj.2020.09.033   
2020 Ma Y, Fan A, He J, Nelakurthi AR, Maciejewski R. A Visual Analytics Framework for Explaining and Diagnosing Transfer Learning Processes. Ieee Transactions On Visualization and Computer Graphics. PMID 33035164 DOI: 10.1109/TVCG.2020.3028888   
2020 Li H, Barnaghi P, Enshaeifar S, Ganz F. Continual Learning Using Bayesian Neural Networks. Ieee Transactions On Neural Networks and Learning Systems. PMID 32866104 DOI: 10.1109/TNNLS.2020.3017292   
2020 Smith SC, Dharmadi R, Imrie C, Si B, Herrmann JM. The DIAMOND Model: Deep Recurrent Neural Networks for Self-Organizing Robot Control. Frontiers in Neurorobotics. 14: 62. PMID 33041778 DOI: 10.3389/fnbot.2020.00062   
2020 Liu J, Gong M, Xiao L, Zhang W, Liu F. Evolving Connections in Group of Neurons for Robust Learning. Ieee Transactions On Cybernetics. PMID 33027024 DOI: 10.1109/TCYB.2020.3022673   
2020 Fan L, Su J, Qin J, Hu D, Shen H. A Deep Network Model on Dynamic Functional Connectivity With Applications to Gender Classification and Intelligence Prediction. Frontiers in Neuroscience. 14: 881. PMID 33013292 DOI: 10.3389/fnins.2020.00881   
2020 Tsai ST, Kuo EJ, Tiwary P. Learning molecular dynamics with simple language model built upon long short-term memory neural network. Nature Communications. 11: 5115. PMID 33037228 DOI: 10.1038/s41467-020-18959-8   
2020 Maoz O, Tkačik G, Esteki MS, Kiani R, Schneidman E. Learning probabilistic neural representations with randomly connected circuits. Proceedings of the National Academy of Sciences of the United States of America. 117: 25066-25073. PMID 32948691 DOI: 10.1073/pnas.1912804117   
2020 Nydam AS, Sewell DK, Dux PE. Effects of tDCS on Visual Statistical Learning. Neuropsychologia. 107652. PMID 33069791 DOI: 10.1016/j.neuropsychologia.2020.107652   
2020 Zukotynski K, Gaudet V, Uribe CF, Mathotaarachchi S, Smith KC, Rosa-Neto P, Benard F, Black SE. Machine Learning in Nuclear Medicine: Part 2-Neural Networks and Clinical Aspects. Journal of Nuclear Medicine : Official Publication, Society of Nuclear Medicine. PMID 32978286 DOI: 10.2967/jnumed.119.231837   
2020 Lo Vercio L, Amador K, Bannister JJ, Crites S, Gutierrez A, MacDonald ME, Moore J, Mouches P, Rajasheka D, Schimert S, Subbanna N, Tuladhar A, Wang N, Wilms M, Winder A, et al. Supervised machine learning tools: a tutorial for clinicians. Journal of Neural Engineering. PMID 33036008 DOI: 10.1088/1741-2552/abbff2   
2020 Chui CK, Lin SB, Zhang B, Zhou DX. Realization of Spatial Sparseness by Deep ReLU Nets With Massive Data. Ieee Transactions On Neural Networks and Learning Systems. PMID 33064653 DOI: 10.1109/TNNLS.2020.3027613   
2020 Friedman A, Hueske E, Drammis SM, Toro Arana SE, Nelson ED, Carter CW, Delcasso S, Rodriguez RX, Lutwak H, DiMarco KS, Zhang Q, Rakocevic LI, Hu D, Xiong JK, Zhao J, et al. Striosomes Mediate Value-Based Learning Vulnerable in Age and a Huntington's Disease Model. Cell. PMID 33113354 DOI: 10.1016/j.cell.2020.09.060   
2020 Liu J, Li J, Wang H, Yan J. Application of deep learning in genomics. Science China. Life Sciences. PMID 33051704 DOI: 10.1007/s11427-020-1804-5   
2020 Seo H, Bassenne M, Xing L. Closing the Gap between Deep Neural Network Modeling and Biomedical Decision-Making Metrics in Segmentation via Adaptive Loss Functions. Ieee Transactions On Medical Imaging. PMID 33074800 DOI: 10.1109/TMI.2020.3031913   
2020 Qi H, Collins S, Noble JA. Knowledge-guided Pretext Learning for Utero-placental Interface Detection. Medical Image Computing and Computer-Assisted Intervention : Miccai ... International Conference On Medical Image Computing and Computer-Assisted Intervention. 12261: 582-593. PMID 33163992 DOI: 10.1007/978-3-030-59710-8_57   
2020 Driessen EP, Knight JK, Smith MK, Ballen CJ. Demystifying the Meaning of Active Learning in Postsecondary Biology Education. Cbe Life Sciences Education. 19: ar52. PMID 33001767 DOI: 10.1187/cbe.20-04-0068   
2020 Anwar S, Barnes N. Densely Residual Laplacian Super-Resolution. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 32877331 DOI: 10.1109/TPAMI.2020.3021088   
2020 Shen D, Yu X. Learning Tracking Over Unknown Fading Channels Based on Iterative Estimation. Ieee Transactions On Neural Networks and Learning Systems. PMID 33035170 DOI: 10.1109/TNNLS.2020.3027475   
2020 Nie X, Fan M, Huang X, Yang W, Zhang B, Ma X. Online Semisupervised Active Classification for Multiview PolSAR Data. Ieee Transactions On Cybernetics. PMID 33095737 DOI: 10.1109/TCYB.2020.3026741   
2020 Han Z, Yu S, Lin SB, Zhou DX. Depth Selection for Deep ReLU Nets in Feature Extraction and Generalization. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 33079656 DOI: 10.1109/TPAMI.2020.3032422   
2020 Li H, Zhang L. A Bilevel Learning Model and Algorithm for Self-Organizing Feed-Forward Neural Networks for Pattern Classification. Ieee Transactions On Neural Networks and Learning Systems. PMID 33017295 DOI: 10.1109/TNNLS.2020.3026114   
2020 Fujita H, Sano K, Takeuchi K, Kikutani T, Azuma M, Tanaka T. Eye closed learning time by Japanese during an English examination. Heliyon. 6: e05072. PMID 33083596 DOI: 10.1016/j.heliyon.2020.e05072   
2020 Lafontaine MP, Knoth IS, Lippé S. Learning abilities. Handbook of Clinical Neurology. 173: 241-254. PMID 32958177 DOI: 10.1016/B978-0-444-64150-2.00021-6   
2020 Lafontaine MP, Knoth IS, Lippé S. Learning abilities. Handbook of Clinical Neurology. 173: 241-254. PMID 32958177 DOI: 10.1016/B978-0-444-64150-2.00021-6   
2020 He Y, Shen Z, Zhang Q, Wang S, Huang DS. A survey on deep learning in DNA/RNA motif mining. Briefings in Bioinformatics. PMID 33005921 DOI: 10.1093/bib/bbaa229   
2020 Seddiki K, Saudemont P, Precioso F, Ogrinc N, Wisztorski M, Salzet M, Fournier I, Droit A. Cumulative learning enables convolutional neural network representations for small mass spectrometry data classification. Nature Communications. 11: 5595. PMID 33154370 DOI: 10.1038/s41467-020-19354-z   
2020 Inés A, Domínguez C, Heras J, Mata E, Pascual V. Biomedical image classification made easier thanks to transfer and semi-supervised learning. Computer Methods and Programs in Biomedicine. 198: 105782. PMID 33065493 DOI: 10.1016/j.cmpb.2020.105782   
2020 Kao YW, Chen HH. Associated Learning: Decomposing End-to-End Backpropagation Based on Autoencoders and Target Propagation. Neural Computation. 1-20. PMID 33080166 DOI: 10.1162/neco_a_01335   
2020 Zhang D, Lu X, Qin H, He Y. Pointfilter: Point Cloud Filtering via Encoder-Decoder Modeling. Ieee Transactions On Visualization and Computer Graphics. PMID 32986553 DOI: 10.1109/TVCG.2020.3027069   
2020 Kim YG, Kim SJ. Decreased intrinsic excitability of cerebellar Purkinje cells following optokinetic learning in mice. Molecular Brain. 13: 136. PMID 33028375 DOI: 10.1186/s13041-020-00678-2   
2020 Liu Z, Zhang Y, Ma D, Xu Q, Seger CA. Differing effects of gain and loss feedback on rule-based and information-integration category learning. Psychonomic Bulletin & Review. PMID 33006121 DOI: 10.3758/s13423-020-01816-6   
2020 Deng C, Ji X, Rainey C, Zhang J, Lu W. Integrating Machine Learning with Human Knowledge. Iscience. 23: 101656. PMID 33134890 DOI: 10.1016/j.isci.2020.101656   
2020 Vijayakumar S, Hartstra E, Mars RB, Bekkering H. Neural mechanisms of predicting individual preferences based on group membership. Social Cognitive and Affective Neuroscience. PMID 33025007 DOI: 10.1093/scan/nsaa136   
2020 Malialis K, Panayiotou CG, Polycarpou MM. Online Learning With Adaptive Rebalancing in Nonstationary Environments. Ieee Transactions On Neural Networks and Learning Systems. PMID 32960769 DOI: 10.1109/TNNLS.2020.3017863   
2020 Deepika V, Soundariya K, Karthikeyan K, Kalaiselvan G. 'Learning from home': role of e-learning methodologies and tools during novel coronavirus pandemic outbreak. Postgraduate Medical Journal. PMID 33154099 DOI: 10.1136/postgradmedj-2020-137989   
2020 Jabbari M, Khushaba RN, Nazarpour K. EMG-Based Hand Gesture Classification with Long Short-Term Memory Deep Recurrent Neural Networks. Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual International Conference. 2020: 3302-3305. PMID 33018710 DOI: 10.1109/EMBC44109.2020.9175279   
2020 Lou J, Jiang Y, Shen Q, Wang R, Li Z. Probabilistic Regularized Extreme Learning for Robust Modeling of Traffic Flow Forecasting. Ieee Transactions On Neural Networks and Learning Systems. PMID 33064658 DOI: 10.1109/TNNLS.2020.3027822   
2020 Chen L, Capra JA. Learning and interpreting the gene regulatory grammar in a deep learning framework. Plos Computational Biology. 16: e1008334. PMID 33137083 DOI: 10.1371/journal.pcbi.1008334   
2020 Zhang W, Wu QMJ, Yang Y, Akilan T. Multimodel Feature Reinforcement Framework Using Moore-Penrose Inverse for Big Data Analysis. Ieee Transactions On Neural Networks and Learning Systems. PMID 33021948 DOI: 10.1109/TNNLS.2020.3026621   
2020 Shaw NP, Jackson T, Orchard J. Biological batch normalisation: How intrinsic plasticity improves learning in deep neural networks. Plos One. 15: e0238454. PMID 32966302 DOI: 10.1371/journal.pone.0238454   
2020 Jing X, Yan Z, Shen Y, Pedrycz W, Yang J. A Group-Based Distance Learning Method for Semisupervised Fuzzy Clustering. Ieee Transactions On Cybernetics. PMID 33027030 DOI: 10.1109/TCYB.2020.3023373   
2020 Irfan A, Adivishnu AL, Sze-To A, Dehkharghanian T, Rahnamayan S, Tizhoosh HR. Classifying Pneumonia among Chest X-Rays Using Transfer Learning. Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual International Conference. 2020: 2186-2189. PMID 33018440 DOI: 10.1109/EMBC44109.2020.9175594   
2020 Alqudah NM, Jammal HM, Saleh O, Khader Y, Obeidat N, Alqudah J. Perception and experience of academic Jordanian ophthalmologists with E-Learning for undergraduate course during the COVID-19 pandemic. Annals of Medicine and Surgery (2012). 59: 44-47. PMID 32934810 DOI: 10.1016/j.amsu.2020.09.014   
2020 Annand CT, Grover FM, Silva PL, Holden JG, Riley MA. Early learning differences between intra- and interpersonal interlimb coordination. Human Movement Science. 73: 102682. PMID 32971412 DOI: 10.1016/j.humov.2020.102682   
2020 Ross S. Twelve tips for effective simulation debriefing: A research-based approach. Medical Teacher. 1-4. PMID 33053315 DOI: 10.1080/0142159X.2020.1831689   
2020 Wetherell J, Costamagna A, Gatti M, Reining L. Insights into one-body density matrices using deep learning. Faraday Discussions. PMID 32936199 DOI: 10.1039/d0fd00061b   
2020 Liang J, Zhu P, Dang C, Hu Q. Semisupervised Laplace-Regularized Multimodality Metric Learning. Ieee Transactions On Cybernetics. PMID 33027018 DOI: 10.1109/TCYB.2020.3022277