Leslie G. Valiant - Related publications

University of Edinburgh, Edinburgh, Scotland, United Kingdom 
 Computer Science Harvard University, Cambridge, MA, United States 
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50 most relevant papers in past 60 days:
Year Citation  Score
2019 Chiu YC, Egner T. Cortical and subcortical contributions to context-control learning. Neuroscience and Biobehavioral Reviews. PMID 30685484 DOI: 10.1016/j.neubiorev.2019.01.019   
2019 Amodio DM. Social Cognition 2.0: An Interactive Memory Systems Account. Trends in Cognitive Sciences. 23: 21-33. PMID 30466793 DOI: 10.1016/j.tics.2018.10.002   
2019 McDougle SD, Taylor JA. Dissociable cognitive strategies for sensorimotor learning. Nature Communications. 10: 40. PMID 30604759 DOI: 10.1038/s41467-018-07941-0   
2019 Bonnavion P, Fernández EP, Varin C, de Kerchove d'Exaerde A. It takes two to tango: Dorsal direct and indirect pathways orchestration of motor learning and behavioral flexibility. Neurochemistry International. 124: 200-214. PMID 30659871 DOI: 10.1016/j.neuint.2019.01.009   
2019 Zhang GR, Zhao H, Choi EM, Svestka M, Wang X, Nagayach A, Singh A, Cook RG, Geller AI. An identified ensemble within a neocortical circuit encodes essential information for genetically-enhanced visual shape learning. Hippocampus. PMID 30734387 DOI: 10.1002/hipo.23068   
2019 Raw RK, Wilkie RM, Allen RJ, Warburton M, Leonetti M, Williams JHG, Mon-Williams M. Skill acquisition as a function of age, hand and task difficulty: Interactions between cognition and action. Plos One. 14: e0211706. PMID 30730947 DOI: 10.1371/journal.pone.0211706   
2019 Eckstein MK, Starr A, Bunge SA. How the inference of hierarchical rules unfolds over time. Cognition. 185: 151-162. PMID 30711815 DOI: 10.1016/j.cognition.2019.01.009   
2019 Sonnenberg BR, Branch CL, Pitera AM, Bridge E, Pravosudov VV. Natural Selection and Spatial Cognition in Wild Food-Caching Mountain Chickadees. Current Biology : Cb. PMID 30744977 DOI: 10.1016/j.cub.2019.01.006   
2019 Morone G, Spitoni GF, De Bartolo D, Ghanbari Ghooshchy S, Di Iulio F, Paolucci S, Zoccolotti P, Iosa M. Rehabilitative devices for a top-down approach. Expert Review of Medical Devices. 1-9. PMID 30677307 DOI: 10.1080/17434440.2019.1574567   
2019 Li J, Gao M, D'Agostino R. Evaluating classification accuracy for modern learning approaches. Statistics in Medicine. PMID 30701585 DOI: 10.1002/sim.8103   
2019 Morris MW, Savani K, Fincher K. Metacognition fosters cultural learning: Evidence from individual differences and situational prompts. Journal of Personality and Social Psychology. 116: 46-68. PMID 30596446 DOI: 10.1037/pspi0000149   
2019 Dunovan K, Verstynen T. Errors in action timing and inhibition facilitate learning by tuning distinct mechanisms in the underlying decision process. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. PMID 30655353 DOI: 10.1523/JNEUROSCI.1924-18.2019   
2019 Yang Y, Wu QMJ. Features Combined From Hundreds of Midlayers: Hierarchical Networks With Subnetwork Nodes. Ieee Transactions On Neural Networks and Learning Systems. PMID 30703046 DOI: 10.1109/TNNLS.2018.2890787   
2019 Sewell DK, Jach HK, Boag RJ, Van Heer CA. Combining error-driven models of associative learning with evidence accumulation models of decision-making. Psychonomic Bulletin & Review. PMID 30719625 DOI: 10.3758/s13423-019-01570-4   
2019 Kawai Y, Park J, Asada M. A small-world topology enhances the echo state property and signal propagation in reservoir computing. Neural Networks : the Official Journal of the International Neural Network Society. 112: 15-23. PMID 30735913 DOI: 10.1016/j.neunet.2019.01.002   
2019 Warren WH. Non-Euclidean navigation. The Journal of Experimental Biology. 222. PMID 30728233 DOI: 10.1242/jeb.187971   
2019 Howe M. General mental ability and goal type as antecedents of recurrent adaptive task performance. The Journal of Applied Psychology. PMID 30628803 DOI: 10.1037/apl0000379   
2019 Li D, Kulasegaram K, Hodges BD. Why We Needn't Fear the Machines: Opportunities for Medicine in a Machine Learning World. Academic Medicine : Journal of the Association of American Medical Colleges. PMID 30768470 DOI: 10.1097/ACM.0000000000002661   
2019 Jian X, Li W, Guo X, Wang R. Fault Diagnosis of Motor Bearings Based on a One-Dimensional Fusion Neural Network. Sensors (Basel, Switzerland). 19. PMID 30609699 DOI: 10.3390/s19010122   
2019 Zeng M, Li M, Fei Z, Wu F, Li Y, Pan Y, Wang J. A deep learning framework for identifying essential proteins by integrating multiple types of biological information. Ieee/Acm Transactions On Computational Biology and Bioinformatics. PMID 30736002 DOI: 10.1109/TCBB.2019.2897679   
2019 Yang Y, Ye Z, Su Y, Zhao Q, Li X, Ouyang D. Deep learning for prediction of pharmaceutical formulations. Acta Pharmaceutica Sinica. B. 9: 177-185. PMID 30766789 DOI: 10.1016/j.apsb.2018.09.010   
2019 Medina JR, Borner H, Endo S, Hirche S. Impedance-based Gaussian Processes for Modeling Human Motor Behavior in Physical and Non-physical Interaction. Ieee Transactions On Bio-Medical Engineering. PMID 30605092 DOI: 10.1109/TBME.2018.2890710   
2019 Glaser JI, Benjamin AS, Farhoodi R, Kording KP. The Roles of Supervised Machine Learning in Systems Neuroscience. Progress in Neurobiology. PMID 30738835 DOI: 10.1016/j.pneurobio.2019.01.008   
2019 Li F, Li Y, Shang C, Shen Q. Fuzzy Knowledge-Based Prediction Through Weighted Rule Interpolation. Ieee Transactions On Cybernetics. PMID 30703053 DOI: 10.1109/TCYB.2018.2887340   
2019 Ruffle JK, Patel A, Giampietro V, Howard MA, Sanger G, Andrews PLR, Williams SCR, Aziz Q, Farmer AD. Functional brain networks and neuroanatomy underpinning nausea severity can predict nausea susceptibility using machine learning. The Journal of Physiology. PMID 30629751 DOI: 10.1113/JP277474   
2019 Yang SC, Vong WK, Yu Y, Shafto P. A Unifying Computational Framework for Teaching and Active Learning. Topics in Cognitive Science. PMID 30637971 DOI: 10.1111/tops.12405   
2019 Crocco L, McCabe P, Madill C. Principles of Motor Learning in Classical Singing Teaching. Journal of Voice : Official Journal of the Voice Foundation. PMID 30712882 DOI: 10.1016/j.jvoice.2018.12.019   
2019 Gong C, Liu T, Yang J, Tao D. Large-Margin Label-Calibrated Support Vector Machines for Positive and Unlabeled Learning. Ieee Transactions On Neural Networks and Learning Systems. PMID 30736009 DOI: 10.1109/TNNLS.2019.2892403   
2019 Phan H, Andreotti F, Cooray N, Chen OY, De Vos M. SeqSleepNet: End-to-End Hierarchical Recurrent Neural Network for Sequence-to-Sequence Automatic Sleep Staging. Ieee Transactions On Neural Systems and Rehabilitation Engineering : a Publication of the Ieee Engineering in Medicine and Biology Society. PMID 30716040 DOI: 10.1109/TNSRE.2019.2896659   
2019 Yang GR, Joglekar MR, Song HF, Newsome WT, Wang XJ. Task representations in neural networks trained to perform many cognitive tasks. Nature Neuroscience. PMID 30643294 DOI: 10.1038/s41593-018-0310-2   
2019 Zhou X, Gao Y, Guan L. Towards Goal-Directed Navigation Through Combining Learning Based Global and Local Planners. Sensors (Basel, Switzerland). 19. PMID 30621314 DOI: 10.3390/s19010176   
2019 Dorfman HM, Bhui R, Hughes BL, Gershman SJ. Causal Inference About Good and Bad Outcomes. Psychological Science. 956797619828724. PMID 30759048 DOI: 10.1177/0956797619828724   
2019 Horn SS, Mata R, Pachur T. Good + Bad = ? Developmental Differences in Balancing Gains and Losses in Value-Based Decisions From Memory. Child Development. PMID 30644533 DOI: 10.1111/cdev.13208   
2019 Yuan Y, Xiong Z, Wang Q. VSSA-NET: Vertical Spatial Sequence Attention Network for Traffic Sign Detection. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. PMID 30716035 DOI: 10.1109/TIP.2019.2896952   
2019 Noorbakhsh-Sabet N, Zand R, Zhang Y, Abedi V. Artificial Intelligence Transforms the Future of Healthcare. The American Journal of Medicine. PMID 30710543 DOI: 10.1016/j.amjmed.2019.01.017   
2019 Wong AL, Marvel CL, Taylor JA, Krakauer JW. Can patients with cerebellar disease switch learning mechanisms to reduce their adaptation deficits? Brain : a Journal of Neurology. PMID 30689760 DOI: 10.1093/brain/awy334   
2019 Nascimento ACA, Prudêncio RBC, Costa IG. A Drug-Target Network-Based Supervised Machine Learning Repurposing Method Allowing the Use of Multiple Heterogeneous Information Sources. Methods in Molecular Biology (Clifton, N.J.). 1903: 281-289. PMID 30547449 DOI: 10.1007/978-1-4939-8955-3_17   
2019 Liu S, Cheng W, Qian L, Zhou G. Combining relation extraction with function detection for BEL statement extraction. Database : the Journal of Biological Databases and Curation. 2019. PMID 30624649 DOI: 10.1093/database/bay133   
2019 Sharma N, Colucci-Gray L, Siddharthan A, Comont R, van der Wal R. Designing online species identification tools for biological recording: the impact on data quality and citizen science learning. Peerj. 6: e5965. PMID 30713813 DOI: 10.7717/peerj.5965   
2019 He X, Tang J, Du X, Hong R, Ren T, Chua TS. Fast Matrix Factorization With Nonuniform Weights on Missing Data. Ieee Transactions On Neural Networks and Learning Systems. PMID 30676983 DOI: 10.1109/TNNLS.2018.2890117   
2019 Peng GJ. Adaptive ADMM for Dictionary Learning in Convolutional Sparse Representation. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. PMID 30714925 DOI: 10.1109/TIP.2019.2896541   
2019 Bicalho LEA, Albuquerque MR, Ugrinowitsch H, da Costa VT, Parma JO, Dos Santos Ribeiro T, Lage GM. Oculomotor behavior and the level of repetition in motor practice: Effects on pupil dilation, eyeblinks and visual scanning. Human Movement Science. 64: 142-152. PMID 30735818 DOI: 10.1016/j.humov.2019.02.001   
2019 Orrantia J, Muñez D, Matilla L, Sanchez R, San Romualdo S, Verschaffel L. Disentangling the Mechanisms of Symbolic Number Processing in Adults' Mathematics and Arithmetic Achievement. Cognitive Science. 43. PMID 30648799 DOI: 10.1111/cogs.12711   
2019 Race E, Burke K, Verfaellie M. Repetition priming in amnesia: Distinguishing associative learning at different levels of abstraction. Neuropsychologia. 122: 98-104. PMID 30485796 DOI: 10.1016/j.neuropsychologia.2018.11.007   
2019 Deng C, Han Y, Zhao B. High-Performance Visual Tracking With Extreme Learning Machine Framework. Ieee Transactions On Cybernetics. PMID 30624237 DOI: 10.1109/TCYB.2018.2886580   
2019 Maheu M, Dehaene S, Meyniel F. Brain signatures of a multiscale process of sequence learning in humans. Elife. 8. PMID 30714904 DOI: 10.7554/eLife.41541   
2019 Uribe CF, Mathotaarachchi S, Gaudet VC, Smith KC, Rosa-Neto P, Benard F, Black SE, Zukotynski K. Part 1: Introduction to Machine Learning in the Nuclear Medicine Context. Journal of Nuclear Medicine : Official Publication, Society of Nuclear Medicine. PMID 30733322 DOI: 10.2967/jnumed.118.223495   
2019 Reichstein M, Camps-Valls G, Stevens B, Jung M, Denzler J, Carvalhais N, Prabhat. Deep learning and process understanding for data-driven Earth system science. Nature. 566: 195-204. PMID 30760912 DOI: 10.1038/s41586-019-0912-1   
2019 Linthicum KP, Schafer KM, Ribeiro JD. Machine learning in suicide science: Applications and ethics. Behavioral Sciences & the Law. PMID 30609102 DOI: 10.1002/bsl.2392   
2019 He C, Xu F, Liu Y, Zheng J. A fast kernel extreme learning machine based on conjugate gradient. Network (Bristol, England). 1-11. PMID 30688136 DOI: 10.1080/0954898X.2018.1562247