Leslie G. Valiant - Related publications

Affiliations: 
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
2018 Alexandrov YI, Sozinov AA, Svarnik OE, Gorkin AG, Kuzina EA, Gavrilov VV. Neuronal Bases of Systemic Organization of Behavior. Advances in Neurobiology. 21: 1-33. PMID 30334217 DOI: 10.1007/978-3-319-94593-4_1   
2018 Wolff M, Vann SD. The Cognitive Thalamus as a gateway to mental representations. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. PMID 30389839 DOI: 10.1523/JNEUROSCI.0479-18.2018   
2018 Shi J, Xu J, Yao Y, Xu B. Concept learning through deep reinforcement learning with memory-augmented neural networks. Neural Networks : the Official Journal of the International Neural Network Society. 110: 47-54. PMID 30496914 DOI: 10.1016/j.neunet.2018.10.018   
2018 Zhang C, Adeli E, Wu Z, Li G, Lin W, Shen D. INFANT BRAIN DEVELOPMENT PREDICTION WITH LATENT PARTIAL MULTI-VIEW REPRESENTATION LEARNING. Proceedings. Ieee International Symposium On Biomedical Imaging. 2018: 1048-1051. PMID 30464798 DOI: 10.1109/ISBI.2018.8363751   
2018 Inhoff MC, Libby LA, Noguchi T, Love BC, Ranganath C. Dynamic integration of conceptual information during learning. Plos One. 13: e0207357. PMID 30427917 DOI: 10.1371/journal.pone.0207357   
2018 Kim CH, Lim S, Woo SY, Kang WM, Seo YT, Lee ST, Lee S, Kwon D, Oh S, Noh Y, Kim H, Kim J, Bae JH, Lee JH. Emerging memory technologies for neuromorphic computing. Nanotechnology. 30: 032001. PMID 30422812 DOI: 10.1088/1361-6528/aae975   
2018 Behrens TEJ, Muller TH, Whittington JCR, Mark S, Baram AB, Stachenfeld KL, Kurth-Nelson Z. What Is a Cognitive Map? Organizing Knowledge for Flexible Behavior. Neuron. 100: 490-509. PMID 30359611 DOI: 10.1016/j.neuron.2018.10.002   
2018 Saglietti L, Gerace F, Ingrosso A, Baldassi C, Zecchina R. From statistical inference to a differential learning rule for stochastic neural networks. Interface Focus. 8: 20180033. PMID 30443331 DOI: 10.1098/rsfs.2018.0033   
2018 Vakli P, Deák-Meszlényi RJ, Hermann P, Vidnyánszky Z. Transfer learning improves resting-state functional connectivity pattern analysis using convolutional neural networks. Gigascience. PMID 30395218 DOI: 10.1093/gigascience/giy130   
2018 Yousefzadeh A, Stromatias E, Soto M, Serrano-Gotarredona T, Linares-Barranco B. On Practical Issues for Stochastic STDP Hardware With 1-bit Synaptic Weights. Frontiers in Neuroscience. 12: 665. PMID 30374283 DOI: 10.3389/fnins.2018.00665   
2018 Zhang X, Principe JC, Wang Y. Clustering Based Kernel Reinforcement Learning for Neural Adaptation in Brain-Machine Interfaces. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2018: 6125-6128. PMID 30441732 DOI: 10.1109/EMBC.2018.8513597   
2018 Pearson R, Koslov S, Hamilton B, Shumake J, Carver CS, Beevers CG. Acetaminophen enhances the reflective learning process. Social Cognitive and Affective Neuroscience. 13: 1029-1035. PMID 30371904 DOI: 10.1093/scan/nsy074   
2018 Nadal M, Chatterjee A. Neuroaesthetics and art's diversity and universality. Wiley Interdisciplinary Reviews. Cognitive Science. e1487. PMID 30485700 DOI: 10.1002/wcs.1487   
2018 Kong Y, Tao Z, Fu Y. Adversarial Action Prediction Networks. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 30475711 DOI: 10.1109/TPAMI.2018.2882805   
2018 Hauser TU, Will GJ, Dubois M, Dolan RJ. Annual Research Review: Developmental computational psychiatry. Journal of Child Psychology and Psychiatry, and Allied Disciplines. PMID 30252127 DOI: 10.1111/jcpp.12964   
2018 Kuroki S, Isomura T. Task-Related Synaptic Changes Localized to Small Neuronal Population in Recurrent Neural Network Cortical Models. Frontiers in Computational Neuroscience. 12: 83. PMID 30344485 DOI: 10.3389/fncom.2018.00083   
2018 Doncieux S, Filliat D, Díaz-Rodríguez N, Hospedales T, Duro R, Coninx A, Roijers DM, Girard B, Perrin N, Sigaud O. Open-Ended Learning: A Conceptual Framework Based on Representational Redescription. Frontiers in Neurorobotics. 12: 59. PMID 30319388 DOI: 10.3389/fnbot.2018.00059   
2018 Wang W, Shen M, Sun K, Wang Y, Wang X, Jin X, Xu J, Ding L, Sun X. Aminoguanidine reverses cognitive deficits and activation of cAMP/CREB/BDNF pathway in mouse hippocampus after traumatic brain injury (TBI). Brain Injury. 1-8. PMID 30346862 DOI: 10.1080/02699052.2018.1537513   
2018 John RA, Yantara N, Ng YF, Narasimman G, Mosconi E, Meggiolaro D, Kulkarni MR, Gopalakrishnan PK, Nguyen CA, De Angelis F, Mhaisalkar SG, Basu A, Mathews N. Ionotronic Halide Perovskite Drift-Diffusive Synapses for Low-Power Neuromorphic Computation. Advanced Materials (Deerfield Beach, Fla.). e1805454. PMID 30334296 DOI: 10.1002/adma.201805454   
2018 Quax S, van Gerven M. Emergent mechanisms of evidence integration in recurrent neural networks. Plos One. 13: e0205676. PMID 30325970 DOI: 10.1371/journal.pone.0205676   
2018 Briefer Freymond S, Ruet A, Grivaz M, Fuentes C, Zuberbühler K, Bachmann I, Briefer EF. Stereotypic horses (Equus caballus) are not cognitively impaired. Animal Cognition. PMID 30328528 DOI: 10.1007/s10071-018-1217-8   
2018 Lefebvre G, Nioche A, Bourgeois-Gironde S, Palminteri S. Contrasting temporal difference and opportunity cost reinforcement learning in an empirical money-emergence paradigm. Proceedings of the National Academy of Sciences of the United States of America. PMID 30442672 DOI: 10.1073/pnas.1813197115   
2018 Y W, W T, DA B. Decoding hindlimb kinematics from primate motor cortex using long short-term memory recurrent neural networks. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2018: 1944-1947. PMID 30440779 DOI: 10.1109/EMBC.2018.8512609   
2018 Ge C, Gu IY, Yang J. Co-Saliency-Enhanced Deep Recurrent Convolutional Networks for Human Fall Detection in E-Healthcare. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2018: 1572-1575. PMID 30440693 DOI: 10.1109/EMBC.2018.8512586   
2018 Liang S, Lu W, Song R. Deep advantage learning for optimal dynamic treatment regime. Statistical Theory and Related Fields. 2: 80-88. PMID 30420972 DOI: 10.1080/24754269.2018.1466096   
2018 Friedman GN, Johnson L, Williams ZM. Long-Term Visual Memory and Its Role in Learning Suppression. Frontiers in Psychology. 9: 1896. PMID 30369895 DOI: 10.3389/fpsyg.2018.01896   
2018 Masse NY, Grant GD, Freedman DJ. Alleviating catastrophic forgetting using context-dependent gating and synaptic stabilization. Proceedings of the National Academy of Sciences of the United States of America. PMID 30315147 DOI: 10.1073/pnas.1803839115   
2018 McGraw R, Chaplin T, Rocca N, Rang L, Jaeger M, Holden M, Keri Z, Fichtinger G. Cognitive load theory as a framework for simulation-based, ultrasound-guided internal jugular catheterization training: Once is not enough. Cjem. 1-8. PMID 30404670 DOI: 10.1017/cem.2018.456   
2018 Tanneberg D, Peters J, Rueckert E. Intrinsic motivation and mental replay enable efficient online adaptation in stochastic recurrent networks. Neural Networks : the Official Journal of the International Neural Network Society. 109: 67-80. PMID 30408695 DOI: 10.1016/j.neunet.2018.10.005   
2018 D Fernandes AS, Buckley CL, Niven JE. Visual Classical Conditioning in Wood Ants. Journal of Visualized Experiments : Jove. PMID 30346410 DOI: 10.3791/58357   
2018 Dolz J, Gopinath K, Yuan J, Lombaert H, Desrosiers C, Ayed IB. HyperDense-Net: A hyper-densely connected CNN for multi-modal image segmentation. Ieee Transactions On Medical Imaging. PMID 30387726 DOI: 10.1109/TMI.2018.2878669   
2018 Mohamed Z, El Halaby M, Said T, Shawky D, Badawi A. Characterizing Focused Attention and Working Memory Using EEG. Sensors (Basel, Switzerland). 18. PMID 30400215 DOI: 10.3390/s18113743   
2018 Cabarle FGC, de la Cruz RTA, Zhang X, Jiang M, Liu X, Zeng X. On String Languages Generated by Spiking Neural P Systems with Structural Plasticity. Ieee Transactions On Nanobioscience. PMID 30403634 DOI: 10.1109/TNB.2018.2879345   
2018 Tian X, Li Y, Liu T, Wang X, Tao D. Eigenfunction-Based Multitask Learning in a Reproducing Kernel Hilbert Space. Ieee Transactions On Neural Networks and Learning Systems. PMID 30371390 DOI: 10.1109/TNNLS.2018.2873649   
2018 Chuang KV, Keiser MJ. Adversarial Controls for Scientific Machine Learning. Acs Chemical Biology. 13: 2819-2821. PMID 30336670 DOI: 10.1021/acschembio.8b00881   
2018 Nelson AJD, Hindley EL, Vann SD, Aggleton JP. When is the rat retrosplenial cortex required for stimulus integration? Behavioral Neuroscience. 132: 366-377. PMID 30321026 DOI: 10.1037/bne0000267   
2018 Mao H, Yuan Y, Si J. Cortical Neural Modulation by Previous Trial Outcome Differentiates Fast from Slow Learning Rats on a Visuomotor Directional Choice Task. Journal of Neurophysiology. PMID 30379632 DOI: 10.1152/jn.00950.2016   
2018 LaFortune J, Macuga KL. Learning movements from a virtual instructor: Effects of spatial orientation, immersion, and expertise. Journal of Experimental Psychology. Applied. PMID 30265051 DOI: 10.1037/xap0000189   
2018 Wallach A, Harvey-Girard E, Jun JJ, Longtin A, Maler L. A time-stamp mechanism may provide temporal information necessary for egocentric to allocentric spatial transformations. Elife. 7. PMID 30465523 DOI: 10.7554/eLife.36769   
2018 Carbia PS, Brown C. Environmental enrichment influences spatial learning ability in captive-reared intertidal gobies (Bathygobius cocosensis). Animal Cognition. PMID 30467654 DOI: 10.1007/s10071-018-1225-8   
2018 Cao H, Meyer-Lindenberg A, Schwarz E. Comparative Evaluation of Machine Learning Strategies for Analyzing Big Data in Psychiatry. International Journal of Molecular Sciences. 19. PMID 30380679 DOI: 10.3390/ijms19113387   
2018 Bavard S, Lebreton M, Khamassi M, Coricelli G, Palminteri S. Reference-point centering and range-adaptation enhance human reinforcement learning at the cost of irrational preferences. Nature Communications. 9: 4503. PMID 30374019 DOI: 10.1038/s41467-018-06781-2   
2018 Wu K, Esfahani MA, Yuan S, Wang H. Learn to Steer through Deep Reinforcement Learning. Sensors (Basel, Switzerland). 18. PMID 30373261 DOI: 10.3390/s18113650   
2018 Majaj NJ, Pelli DG. Deep learning-Using machine learning to study biological vision. Journal of Vision. 18: 2. PMID 30508427 DOI: 10.1167/18.13.2   
2018 Okano K, Kaczmarzyk JR, Gabrieli JDE. Enhancing workplace digital learning by use of the science of learning. Plos One. 13: e0206250. PMID 30356311 DOI: 10.1371/journal.pone.0206250   
2018 Wu S, Li G, Deng L, Liu L, Wu D, Xie Y, Shi L. L1-Norm Batch Normalization for Efficient Training of Deep Neural Networks. Ieee Transactions On Neural Networks and Learning Systems. PMID 30418924 DOI: 10.1109/TNNLS.2018.2876179   
2018 Schmidt JR. Evidence against conflict monitoring and adaptation: An updated review. Psychonomic Bulletin & Review. PMID 30511233 DOI: 10.3758/s13423-018-1520-z   
2018 Dudde A, Krause ET, Matthews LR, Schrader L. More Than Eggs - Relationship Between Productivity and Learning in Laying Hens. Frontiers in Psychology. 9: 2000. PMID 30416464 DOI: 10.3389/fpsyg.2018.02000   
2018 Dora S, Sundaram S, Sundararajan N. An Interclass Margin Maximization Learning Algorithm for Evolving Spiking Neural Network. Ieee Transactions On Cybernetics. PMID 29994611 DOI: 10.1109/TCYB.2018.2791282   
2018 Patel R, Yang Y, Marshall I, Nenkova A, Wallace BC. Syntactic Patterns Improve Information Extraction for Medical Search. Proceedings of the Conference. Association For Computational Linguistics. North American Chapter. Meeting. 2018: 371-377. PMID 30306147