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Sang Wan Lee, Ph.D. - Publications

Affiliations: 
2015- Korea Advanced Institute of Science and Technology, Daejeon, South Korea 
Area:
Computational neuroscience, brain-inspired AI
Website:
http://aibrain.kaist.ac.kr/
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38 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2024 Song MR, Lee SW. Rethinking dopamine-guided action sequence learning. The European Journal of Neuroscience. PMID 38798086 DOI: 10.1111/ejn.16426  0.611
2024 Lee JH, Heo SY, Lee SW. Controlling human causal inference through in silico task design. Cell Reports. 113702. PMID 38295800 DOI: 10.1016/j.celrep.2024.113702  0.618
2023 Baker M, Kang S, Hong SI, Song M, Yang MA, Peyton L, Essa H, Lee SW, Choi DS. External globus pallidus input to the dorsal striatum regulates habitual seeking behavior in male mice. Nature Communications. 14: 4085. PMID 37438336 DOI: 10.1038/s41467-023-39545-8  0.629
2023 Kang S, Hong SI, Kang S, Song M, Yang MA, Essa H, Baker M, Lee J, Bruce RA, Lee SW, Choi DS. Astrocyte activities in the external globus pallidus regulate action-selection strategies in reward-seeking behaviors. Science Advances. 9: eadh9239. PMID 37327345 DOI: 10.1126/sciadv.adh9239  0.651
2023 Ruan Z, Seger CA, Yang Q, Kim D, Lee SW, Chen Q, Peng Z. Impairment of arbitration between model-based and model-free reinforcement learning in obsessive-compulsive disorder. Frontiers in Psychiatry. 14: 1162800. PMID 37304449 DOI: 10.3389/fpsyt.2023.1162800  0.676
2022 Lee JH, Leibo JZ, An SJ, Lee SW. Importance of prefrontal meta control in human-like reinforcement learning. Frontiers in Computational Neuroscience. 16: 1060101. PMID 36618272 DOI: 10.3389/fncom.2022.1060101  0.778
2022 Yaman A, Bredeche N, Çaylak O, Leibo JZ, Lee SW. Meta-control of social learning strategies. Plos Computational Biology. 18: e1009882. PMID 35226667 DOI: 10.1371/journal.pcbi.1009882  0.721
2021 Kim D, Jeong J, Lee SW. Prefrontal solution to the bias-variance tradeoff during reinforcement learning. Cell Reports. 37: 110185. PMID 34965420 DOI: 10.1016/j.celrep.2021.110185  0.754
2021 O'Doherty JP, Lee S, Tadayonnejad R, Cockburn J, Iigaya K, Charpentier CJ. Why and how the brain weights contributions from a mixture of experts. Neuroscience and Biobehavioral Reviews. PMID 33444700 DOI: 10.1016/j.neubiorev.2020.10.022  0.592
2020 Song MR, Lee SW. Dynamic resource allocation during reinforcement learning accounts for ramping and phasic dopamine activity. Neural Networks : the Official Journal of the International Neural Network Society. 126: 95-107. PMID 32203877 DOI: 10.1016/J.Neunet.2020.03.005  0.612
2019 Lee JH, Seymour B, Leibo JZ, An SJ, Lee SW. Toward high-performance, memory-efficient, and fast reinforcement learning-Lessons from decision neuroscience. Science Robotics. 4. PMID 33137757 DOI: 10.1126/scirobotics.aav2975  0.764
2019 Kim D, Park GY, O Doherty JP, Lee SW. Task complexity interacts with state-space uncertainty in the arbitration between model-based and model-free learning. Nature Communications. 10: 5738. PMID 31844060 DOI: 10.1038/S41467-019-13632-1  0.6
2019 Weissengruber S, Lee SW, O'Doherty JP, Ruff CC. Neurostimulation Reveals Context-Dependent Arbitration Between Model-Based and Model-Free Reinforcement Learning. Cerebral Cortex (New York, N.Y. : 1991). PMID 30888032 DOI: 10.1093/cercor/bhz019  0.622
2018 Wang O, Lee SW, O'Doherty J, Seymour B, Yoshida W. Model-based and model-free pain avoidance learning. Brain and Neuroscience Advances. 2: 2398212818772964. PMID 30370339 DOI: 10.1177/2398212818772964  0.547
2018 Joo H, Kim J, Lee SW. Model-based reinforcement learning using probabilistic simulatoin Journal of Korean Institute of Intelligent Systems. 28: 481-486. DOI: 10.5391/jkiis.2018.28.5.481  0.317
2017 Choung OH, Lee SW, Jeong Y. Exploring Feature Dimensions to Learn a New Policy in an Uninformed Reinforcement Learning Task. Scientific Reports. 7: 17676. PMID 29247192 DOI: 10.1038/s41598-017-17687-2  0.31
2016 Sharpee TO, Destexhe A, Kawato M, Sekulić V, Skinner FK, Wójcik DK, Chintaluri C, Cserpán D, Somogyvári Z, Kim JK, Kilpatrick ZP, Bennett MR, Josić K, Elices I, Arroyo D, ... Lee S, ... Lee SW, ... Lee S, ... Lee S, ... Lee S, ... Lee S, et al. 25th Annual Computational Neuroscience Meeting: CNS-2016 Bmc Neuroscience. 17: 54. PMID 27534393 DOI: 10.1186/S12868-016-0283-6  0.658
2016 Hong SJ, Park SH, Moon JS, Shin WG, Kim JG, Lee YC, Lee DH, Jang JY, Kim JJ, Lee HL, Lee SW, Hwangbo Y, Xu J, Wang B, Xue Z, et al. The Benefits of Combination Therapy with Esomeprazole and Rebamipide in Symptom Improvement in Reflux Esophagitis: An International Multicenter Study. Gut and Liver. PMID 27282265 DOI: 10.5009/gnl15537  0.331
2015 Lee SW, O'Doherty JP, Shimojo S. Neural computations mediating one-shot learning in the human brain. Plos Biology. 13: e1002137. PMID 25919291 DOI: 10.1371/journal.pbio.1002137  0.683
2015 Lee SW, Yi T, Jung JW, Bien Z. Design of a Gait Phase Recognition System That Can Cope With EMG Electrode Location Variation Ieee Transactions On Automation Science and Engineering. DOI: 10.1109/TASE.2015.2477283  0.424
2015 O'Doherty JP, Lee SW, McNamee D. The structure of reinforcement-learning mechanisms in the human brain Current Opinion in Behavioral Sciences. 1: 94-100. DOI: 10.1016/J.Cobeha.2014.10.004  0.74
2015 Lee SW, Bien ZZ. Learning systems with FUZZY Studies in Fuzziness and Soft Computing. 326: 39-50. DOI: 10.1007/978-3-319-19683-1_3  0.554
2014 Lee SW, Shimojo S, O'Doherty JP. Neural computations underlying arbitration between model-based and model-free learning. Neuron. 81: 687-99. PMID 24507199 DOI: 10.1016/j.neuron.2013.11.028  0.65
2013 Lee SW, Prenzel O, Bien Z. Applying human learning principles to user-centered IoT systems Computer. 46: 46-52. DOI: 10.1109/MC.2012.426  0.547
2013 Han JS, Lee SW, Bien Z. Feature subset selection using separability index matrix Information Sciences. 223: 102-118. DOI: 10.1016/j.ins.2012.09.042  0.457
2011 Jeon MJ, Lee SW, Bien Z. Hand gesture recognition using multivariate fuzzy decision tree and user adaptation International Journal of Fuzzy System Applications. 1: 15-31. DOI: 10.4018/ijfsa.2011070102  0.472
2010 Lee SW, Bien Z. Representation of a Fisher criterion function in a kernel feature space. Ieee Transactions On Neural Networks / a Publication of the Ieee Neural Networks Council. 21: 333-9. PMID 20007043 DOI: 10.1109/TNN.2009.2036846  0.46
2010 Lee SW, Kim YS, Bien Z. A nonsupervised learning framework of human behavior patterns based on sequential actions Ieee Transactions On Knowledge and Data Engineering. 22: 479-492. DOI: 10.1109/TKDE.2009.123  0.636
2010 Bien Z, Lee SW. Learning structure of human behavior patterns in a smart home system Advances in Intelligent and Soft Computing. 82: 1-15. DOI: 10.1007/978-3-642-15660-1_1  0.616
2009 Song JH, Jung JW, Lee SW, Bien Z. Robust EMG pattern recognition to muscular fatigue effect for powered wheelchair control Journal of Intelligent and Fuzzy Systems. 20: 3-12. DOI: 10.3233/IFS-2009-0411  0.43
2009 Bae S, Lee SW, Kim YS, Bien Z. Fuzzy-state Q-learning-based human behavior suggestion system in intelligent sweet home Ieee International Conference On Fuzzy Systems. 283-287. DOI: 10.1109/FUZZY.2009.5277166  0.601
2008 Ali FM, Lee SW, Bien Z, Mokhtari M. Combined Fuzzy State Q-learning algorithm to predict context aware user activity under uncertainty in assistive environment Proc. 9th Acis Int. Conf. Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing, Snpd 2008 and 2nd Int. Workshop On Advanced Internet Technology and Applications. 57-62. DOI: 10.1109/SNPD.2008.13  0.54
2008 Lee SW, Kim YS, Bien Z. Learning Human Behavior Patterns for Proactive Service System: Agglomerative Fuzzy Clustering-based Fuzzy-state Q-learning 2008 International Conference On Computational Intelligence For Modelling Control and Automation, Cimca 2008. 362-367. DOI: 10.1109/CIMCA.2008.79  0.581
2008 Lee SW, Kim YS, Bien Z. A probabilistic cluster validity index for agglomerative bayesian fuzzy clustering 2008 International Conference On Computational Intelligence For Modelling Control and Automation, Cimca 2008. 368-373. DOI: 10.1109/CIMCA.2008.76  0.433
2007 Lee SW, Kim YS, Bien Z. Agglomerative Fuzzy Clustering based on Bayesian Interpretation 2007 Ieee International Conference On Information Reuse and Integration, Ieee Iri-2007. 342-347. DOI: 10.1109/IRI.2007.4296644  0.44
2007 Lee SW, Yi T, Han JS, Jang H, Kim HH, Jung JW, Bien Z. Walking phase recognition for people with lower limb disability 2007 Ieee 10th International Conference On Rehabilitation Robotics, Icorr'07. 60-67. DOI: 10.1109/ICORR.2007.4428407  0.432
2006 Lee SW, Kim DJ, Kim YS, Bien Z. Bayesian interpretation of adaptive fuzzy neural network model Ieee International Conference On Fuzzy Systems. 2178-2183. DOI: 10.1109/FUZZY.2006.1682002  0.463
2005 Kim DJ, Lee SW, Bien Z. Facial emotional expression recognition with soft computing techniques Proceedings - Ieee International Workshop On Robot and Human Interactive Communication. 2005: 661-666. DOI: 10.1109/ROMAN.2005.1513855  0.43
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