Devika Narain - Related publications

Affiliations: 
2015- Massachusetts Institute of Technology, Cambridge, MA, United States 
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50 most relevant papers in past 60 days:
Year Citation  Score
2021 Lim B, Zohren S. Time-series forecasting with deep learning: a survey. Philosophical Transactions. Series a, Mathematical, Physical, and Engineering Sciences. 379: 20200209. PMID 33583273 DOI: 10.1098/rsta.2020.0209   
2021 Roads BD, Mozer MC. Predicting the Ease of Human Category Learning Using Radial Basis Function Networks. Neural Computation. 1-22. PMID 33400896 DOI: 10.1162/neco_a_01349   
2021 Zhang Y, Qu H, Luo X, Chen Y, Wang Y, Zhang M, Li Z. A new recursive least squares-based learning algorithm for spiking neurons. Neural Networks : the Official Journal of the International Neural Network Society. 138: 110-125. PMID 33636484 DOI: 10.1016/j.neunet.2021.01.016   
2021 Freyre CAC, Spiegel S, Gubser Keller C, Vandemeulebroecke M, Hoefling H, Dubost V, Cörek E, Moulin P, Hossain I. Biomarker-Based Classification and Localization of Renal Lesions Using Learned Representations of Histology-A Machine Learning Approach to Histopathology. Toxicologic Pathology. 192623320987202. PMID 33625320 DOI: 10.1177/0192623320987202   
2021 Coppolino S, Giacopelli G, Migliore M. Sequence Learning in a Single Trial: A Spiking Neurons Model Based on Hippocampal Circuitry. Ieee Transactions On Neural Networks and Learning Systems. PMID 33481720 DOI: 10.1109/TNNLS.2021.3049281   
2021 Raman DV, O'Leary T. Frozen algorithms: how the brain's wiring facilitates learning. Current Opinion in Neurobiology. 67: 207-214. PMID 33508698 DOI: 10.1016/j.conb.2020.12.017   
2021 Hadjiosif AM, Krakauer JW, Haith AM. Did we get sensorimotor adaptation wrong? Implicit adaptation as direct policy updating rather than forward-model-based learning. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. PMID 33558432 DOI: 10.1523/JNEUROSCI.2125-20.2021   
2021 Parsons B, Faubert J. Enhancing learning in a perceptual-cognitive training paradigm using EEG-neurofeedback. Scientific Reports. 11: 4061. PMID 33602994 DOI: 10.1038/s41598-021-83456-x   
2021 Gijsen S, Grundei M, Lange RT, Ostwald D, Blankenburg F. Neural surprise in somatosensory Bayesian learning. Plos Computational Biology. 17: e1008068. PMID 33529181 DOI: 10.1371/journal.pcbi.1008068   
2021 McCormick EM, Peters S, Crone EA, Telzer EH. Longitudinal Network Re-organization Across Learning and Development. Neuroimage. 117784. PMID 33503482 DOI: 10.1016/j.neuroimage.2021.117784   
2021 Zhuang C, Yan S, Nayebi A, Schrimpf M, Frank MC, DiCarlo JJ, Yamins DLK. Unsupervised neural network models of the ventral visual stream. Proceedings of the National Academy of Sciences of the United States of America. 118. PMID 33431673 DOI: 10.1073/pnas.2014196118   
2021 Smith JD, Jackson BN, Adamczyk MN, Church BA. Conceptual anchoring dissociates implicit and explicit category learning. Journal of Experimental Psychology. Learning, Memory, and Cognition. PMID 33523691 DOI: 10.1037/xlm0000856   
2021 Ayana G, Dese K, Choe SW. Transfer Learning in Breast Cancer Diagnoses via Ultrasound Imaging. Cancers. 13. PMID 33578891 DOI: 10.3390/cancers13040738   
2021 Quax SC, Bosch SE, Peelen MV, van Gerven MAJ. Population codes of prior knowledge learned through environmental regularities. Scientific Reports. 11: 640. PMID 33436692 DOI: 10.1038/s41598-020-79366-z   
2021 Noel JP, Caziot B, Bruni S, Fitzgerald NE, Avila E, Angelaki DE. Supporting generalization in non-human primate behavior by tapping into structural knowledge: Examples from sensorimotor mappings, inference, and decision-making. Progress in Neurobiology. 101996. PMID 33454361 DOI: 10.1016/j.pneurobio.2021.101996   
2021 Tomov MS, Schulz E, Gershman SJ. Multi-task reinforcement learning in humans. Nature Human Behaviour. PMID 33510391 DOI: 10.1038/s41562-020-01035-y   
2021 Chi R, Hui Y, Huang B, Hou Z, Bu X. Data-Driven Adaptive Consensus Learning From Network Topologies. Ieee Transactions On Neural Networks and Learning Systems. PMID 33556018 DOI: 10.1109/TNNLS.2021.3053186   
2021 Reinstein I, Hill J, Cook DA, Lineberry M, Pusic MV. Multi-level longitudinal learning curve regression models integrated with item difficulty metrics for deliberate practice of visual diagnosis: groundwork for adaptive learning. Advances in Health Sciences Education : Theory and Practice. PMID 33646468 DOI: 10.1007/s10459-021-10027-0   
2021 Feulner B, Clopath C. Neural manifold under plasticity in a goal driven learning behaviour. Plos Computational Biology. 17: e1008621. PMID 33544700 DOI: 10.1371/journal.pcbi.1008621   
2021 Korshunova M, Ginsburg B, Tropsha A, Isayev O. OpenChem: A Deep Learning Toolkit for Computational Chemistry and Drug Design. Journal of Chemical Information and Modeling. PMID 33393291 DOI: 10.1021/acs.jcim.0c00971   
2021 Bignold A, Cruz F, Dazeley R, Vamplew P, Foale C. An Evaluation Methodology for Interactive Reinforcement Learning with Simulated Users. Biomimetics (Basel, Switzerland). 6. PMID 33572399 DOI: 10.3390/biomimetics6010013   
2021 Zhao Z, Yao S, Zweerings J, Zhou X, Zhou F, Kendrick KM, Chen H, Mathiak K, Becker B. Putamen volume predicts real-time fMRI neurofeedback learning success across paradigms and neurofeedback target regions. Human Brain Mapping. PMID 33400306 DOI: 10.1002/hbm.25336   
2021 Park H, Son JH. Machine Learning Techniques for THz Imaging and Time-Domain Spectroscopy. Sensors (Basel, Switzerland). 21. PMID 33567605 DOI: 10.3390/s21041186   
2021 Ruttle JE, Hart BM', Henriques DYP. Implicit motor learning within three trials. Scientific Reports. 11: 1627. PMID 33452363 DOI: 10.1038/s41598-021-81031-y   
2021 Chen J, Gong Z, Wang W, Liu W, Dong X. CRL: Collaborative Representation Learning by Coordinating Topic Modeling and Network Embeddings. Ieee Transactions On Neural Networks and Learning Systems. PMID 33566768 DOI: 10.1109/TNNLS.2021.3054422   
2021 Ghosh S, Zador AM. Corticostriatal Plasticity Established by Initial Learning Persists After Behavioral Reversal. Eneuro. PMID 33547044 DOI: 10.1523/ENEURO.0209-20.2021   
2021 Wang Z, Chen C, Dong D. Lifelong Incremental Reinforcement Learning With Online Bayesian Inference. Ieee Transactions On Neural Networks and Learning Systems. PMID 33571098 DOI: 10.1109/TNNLS.2021.3055499   
2021 Tinga AM, Clim MA, de Back TT, Louwerse MM. Measures of prefrontal functional near-infrared spectroscopy in visuomotor learning. Experimental Brain Research. PMID 33528598 DOI: 10.1007/s00221-021-06039-2   
2021 Jha D, Gupta V, Ward L, Yang Z, Wolverton C, Foster I, Liao WK, Choudhary A, Agrawal A. Enabling deeper learning on big data for materials informatics applications. Scientific Reports. 11: 4244. PMID 33608599 DOI: 10.1038/s41598-021-83193-1   
2021 Ramsey R, Kaplan DM, Cross ES. Watch and Learn: The Cognitive Neuroscience of Learning from Others' Actions. Trends in Neurosciences. PMID 33637286 DOI: 10.1016/j.tins.2021.01.007   
2021 Sonabend R, Király FJ, Bender A, Bischl B, Lang M. mlr3proba: An R Package for Machine Learning in Survival Analysis. Bioinformatics (Oxford, England). PMID 33523131 DOI: 10.1093/bioinformatics/btab039   
2021 Jensen G, Kao T, Michaelcheck C, Borge SS, Ferrera VP, Terrace HS. Category learning in a transitive inference paradigm. Memory & Cognition. PMID 33565006 DOI: 10.3758/s13421-020-01136-z   
2021 Roark CL, Paulon G, Sarkar A, Chandrasekaran B. Comparing perceptual category learning across modalities in the same individuals. Psychonomic Bulletin & Review. PMID 33532985 DOI: 10.3758/s13423-021-01878-0   
2021 Shorten C, Khoshgoftaar TM, Furht B. Deep Learning applications for COVID-19. Journal of Big Data. 8: 18. PMID 33457181 DOI: 10.1186/s40537-020-00392-9   
2021 Xiang J, Dong Y, Yang Y. FISTA-Net: Learning A Fast Iterative Shrinkage Thresholding Network for Inverse Problems in Imaging. Ieee Transactions On Medical Imaging. PMID 33493113 DOI: 10.1109/TMI.2021.3054167   
2021 Yue S, Muniz MC, Calegari Andrade MF, Zhang L, Car R, Panagiotopoulos AZ. When do short-range atomistic machine-learning models fall short? The Journal of Chemical Physics. 154: 034111. PMID 33499637 DOI: 10.1063/5.0031215   
2021 Aggarwal M, Wickens JR. Behavioral determinants in the expression of the Kamin blocking effect: Implications for associative learning theory. Neuroscience and Biobehavioral Reviews. PMID 33497781 DOI: 10.1016/j.neubiorev.2021.01.016   
2021 Au-Yong-Oliveira M, Pesqueira A, Sousa MJ, Dal Mas F, Soliman M. The Potential of Big Data Research in HealthCare for Medical Doctors' Learning. Journal of Medical Systems. 45: 13. PMID 33409620 DOI: 10.1007/s10916-020-01691-7   
2021 Pandey A, Schreurs J, Suykens JAK. Generative Restricted Kernel Machines: A framework for multi-view generation and disentangled feature learning. Neural Networks : the Official Journal of the International Neural Network Society. 135: 177-191. PMID 33395588 DOI: 10.1016/j.neunet.2020.12.010   
2021 Vandenhende S, Georgoulis S, Van Gansbeke W, Proesmans M, Dai D, Van Gool L. Multi-Task Learning for Dense Prediction Tasks: A Survey. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 33497328 DOI: 10.1109/TPAMI.2021.3054719   
2021 Manome N, Shinohara S, Takahashi T, Chen Y, Chung UI. Self-incremental learning vector quantization with human cognitive biases. Scientific Reports. 11: 3910. PMID 33594132 DOI: 10.1038/s41598-021-83182-4   
2021 Zang S, Cheng Y, Wang X, Yan Y. Transfer Extreme Learning Machine with Output Weight Alignment. Computational Intelligence and Neuroscience. 2021: 6627765. PMID 33628212 DOI: 10.1155/2021/6627765   
2021 Wan Y, Zhou H, Zhang X. An Interpretation Architecture for Deep Learning Models with the Application of COVID-19 Diagnosis. Entropy (Basel, Switzerland). 23. PMID 33562309 DOI: 10.3390/e23020204   
2021 Hyun CM, Baek SH, Lee M, Lee SM, Seo JK. Deep learning-based solvability of underdetermined inverse problems in medical imaging. Medical Image Analysis. 69: 101967. PMID 33517242 DOI: 10.1016/j.media.2021.101967   
2021 Li L, Hoyer S, Pederson R, Sun R, Cubuk ED, Riley P, Burke K. Kohn-Sham Equations as Regularizer: Building Prior Knowledge into Machine-Learned Physics. Physical Review Letters. 126: 036401. PMID 33543980 DOI: 10.1103/PhysRevLett.126.036401   
2021 Wu P, Liu J. Learning Causal Temporal Relation and Feature Discrimination for Anomaly Detection. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. PMID 33656993 DOI: 10.1109/TIP.2021.3062192   
2021 Jang JH, Kim TY, Yoon D. Effectiveness of Transfer Learning for Deep Learning-Based Electrocardiogram Analysis. Healthcare Informatics Research. 27: 19-28. PMID 33611873 DOI: 10.4258/hir.2021.27.1.19   
2021 Davis GP, Katz GE, Gentili RJ, Reggia JA. Compositional memory in attractor neural networks with one-step learning. Neural Networks : the Official Journal of the International Neural Network Society. 138: 78-97. PMID 33631609 DOI: 10.1016/j.neunet.2021.01.031   
2021 Henin S, Turk-Browne NB, Friedman D, Liu A, Dugan P, Flinker A, Doyle W, Devinsky O, Melloni L. Learning hierarchical sequence representations across human cortex and hippocampus. Science Advances. 7. PMID 33608265 DOI: 10.1126/sciadv.abc4530   
2021 Langsdorf L, Maresch J, Hegele M, McDougle SD, Schween R. Prolonged response time helps eliminate residual errors in visuomotor adaptation. Psychonomic Bulletin & Review. PMID 33483935 DOI: 10.3758/s13423-020-01865-x