Ji Hyun Bak - Related publications
Affiliations: | 2019- | Redwood Center for Theoretical Neuroscience | University of California, Berkeley, Berkeley, CA |
Area:
theoretical/computational biophysics, computational neuroscienceWebsite:
https://redwood.berkeley.edu/people/ji-hyun-bak/
NOTE: We are testing a new system for identifying relevant work based on semantic analysis that identifies similarities between recently published papers and the current author's publications. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches.
50 most relevant papers in past 60 days:
50 most relevant papers in past 60 days:
| Year | Citation | Score | |
|---|---|---|---|
| 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 | Mah KM, Torres-Espín A, Hallworth BW, Bixby JL, Lemmon VP, Fouad K, Fenrich KK. Automation of training and testing motor and related tasks in pre-clinical behavioural and rehabilitative neuroscience. Experimental Neurology. 113647. PMID 33600814 DOI: 10.1016/j.expneurol.2021.113647 | ||
| 2021 | Xu R, Church RM, Sasaki Y, Watanabe T. Effects of stimulus and task structure on temporal perceptual learning. Scientific Reports. 11: 668. PMID 33436842 DOI: 10.1038/s41598-020-80192-6 | ||
| 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 | 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 | Yang X, Ji Z, Wu J, Lai YK, Wei C, Liu G, Setchi R. Hierarchical Reinforcement Learning With Universal Policies for Multistep Robotic Manipulation. Ieee Transactions On Neural Networks and Learning Systems. PMID 33646961 DOI: 10.1109/TNNLS.2021.3059912 | ||
| 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 | Delange M, Aljundi R, Masana M, Parisot S, Jia X, Leonardis A, Slabaugh G, Tuytelaars T. A continual learning survey: Defying forgetting in classification tasks. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 33544669 DOI: 10.1109/TPAMI.2021.3057446 | ||
| 2021 | Peng J, Tang B, Jiang H, Li Z, Lei Y, Lin T, Li H. Overcoming Long-Term Catastrophic Forgetting Through Adversarial Neural Pruning and Synaptic Consolidation. Ieee Transactions On Neural Networks and Learning Systems. PMID 33577459 DOI: 10.1109/TNNLS.2021.3056201 | ||
| 2021 | Pouncy T, Tsividis P, Gershman SJ. What Is the Model in Model-Based Planning? Cognitive Science. 45: e12928. PMID 33398907 DOI: 10.1111/cogs.12928 | ||
| 2021 | Rao Z, Wu Y, Yang Z, Zhang W, Lu S, Lu W, Zha Z. Visual Navigation With Multiple Goals Based on Deep Reinforcement Learning. Ieee Transactions On Neural Networks and Learning Systems. PMID 33667168 DOI: 10.1109/TNNLS.2021.3057424 | ||
| 2021 | Peach RL, Greenbury SF, Johnston IG, Yaliraki SN, Lefevre DJ, Barahona M. Understanding learner behaviour in online courses with Bayesian modelling and time series characterisation. Scientific Reports. 11: 2823. PMID 33531544 DOI: 10.1038/s41598-021-81709-3 | ||
| 2021 | Lu Z, Sreekumar G, Goodman E, Banzhaf W, Deb K, Boddeti VN. Neural Architecture Transfer. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 33465025 DOI: 10.1109/TPAMI.2021.3052758 | ||
| 2021 | Rennie J, Jones J, Astle D. EXPRESS: Training-dependent transfer within a set of nested tasks. Quarterly Journal of Experimental Psychology (2006). 1747021821993772. PMID 33535924 DOI: 10.1177/1747021821993772 | ||
| 2021 | Duan S, Yu S, Principe JC. Modularizing Deep Learning via Pairwise Learning With Kernels. Ieee Transactions On Neural Networks and Learning Systems. PMID 33400656 DOI: 10.1109/TNNLS.2020.3042346 | ||
| 2021 | MaBouDi H, Barron AB, Li S, Honkanen M, Loukola OJ, Peng F, Li W, Marshall JAR, Cope A, Vasilaki E, Solvi C. Non-numerical strategies used by bees to solve numerical cognition tasks. Proceedings. Biological Sciences. 288: 20202711. PMID 33593192 DOI: 10.1098/rspb.2020.2711 | ||
| 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 | Men K, Chen X, Yang B, Zhu J, Yi J, Wang S, Li Y, Dai J. Automatic segmentation of three clinical target volumes in radiotherapy using lifelong learning. Radiotherapy and Oncology : Journal of the European Society For Therapeutic Radiology and Oncology. PMID 33418008 DOI: 10.1016/j.radonc.2020.12.034 | ||
| 2021 | Gao S, Kotevska O, Sorokine A, Christian JB. A pre-training and self-training approach for biomedical named entity recognition. Plos One. 16: e0246310. PMID 33561139 DOI: 10.1371/journal.pone.0246310 | ||
| 2021 | Fu R, Han M, Bao T, Wang F, Shi P. Discrimination Improvement Through Undesirable Feedback in Coupling Object Manipulation Tasks. International Journal of Neural Systems. 2150012. PMID 33573533 DOI: 10.1142/S012906572150012X | ||
| 2021 | Chang X, Pan H, Sun W, Gao H. YolTrack: Multitask Learning Based Real-Time Multiobject Tracking and Segmentation for Autonomous Vehicles. Ieee Transactions On Neural Networks and Learning Systems. PMID 33577460 DOI: 10.1109/TNNLS.2021.3056383 | ||
| 2021 | Wang H, Sun Y, Wang F, Cao L, Zhou W, Wang Z, Chen S. Cross-Subject Assistance: Inter-and Intra-Subject Maximal Correlation for Enhancing the Performance of SSVEP-Based BCIs. Ieee Transactions On Neural Systems and Rehabilitation Engineering : a Publication of the Ieee Engineering in Medicine and Biology Society. PMID 33556014 DOI: 10.1109/TNSRE.2021.3057938 | ||
| 2021 | Harte C, Barnes-Holmes D, Moreira M, de Almeida JH, Passarelli D, de Rose JC. Exploring a Training IRAP as a single participant context for analyzing reversed derived relations and persistent rule-following. Journal of the Experimental Analysis of Behavior. PMID 33472274 DOI: 10.1002/jeab.671 | ||
| 2021 | Abrol A, Fu Z, Salman M, Silva R, Du Y, Plis S, Calhoun V. Deep learning encodes robust discriminative neuroimaging representations to outperform standard machine learning. Nature Communications. 12: 353. PMID 33441557 DOI: 10.1038/s41467-020-20655-6 | ||
| 2021 | Yallak E, Balcı F. Metric error monitoring: Another generalized mechanism for magnitude representations? Cognition. 210: 104532. PMID 33571813 DOI: 10.1016/j.cognition.2020.104532 | ||
| 2021 | Luo L, Yan S, Lai PT, Veltri D, Oler A, Xirasagar S, Ghosh R, Similuk M, Robinson PN, Lu Z. PhenoTagger: A Hybrid Method for Phenotype Concept Recognition using Human Phenotype Ontology. Bioinformatics (Oxford, England). PMID 33471061 DOI: 10.1093/bioinformatics/btab019 | ||
| 2021 | Song X, Mao M, Qian X. Auto-Metric Graph Neural Network Based on a Meta-learning Strategy for the Diagnosis of Alzheimer's disease. Ieee Journal of Biomedical and Health Informatics. PMID 33493122 DOI: 10.1109/JBHI.2021.3053568 | ||
| 2021 | Miletić S, Boag RJ, Trutti AC, Stevenson N, Forstmann BU, Heathcote A. A new model of decision processing in instrumental learning tasks. Elife. 10. PMID 33501916 DOI: 10.7554/eLife.63055 | ||
| 2021 | Potts CA, Rosenbaum DA. Does attention solve the "apples-and-oranges" problems of judging task difficulty and task order? Psychological Research. PMID 33389043 DOI: 10.1007/s00426-020-01453-7 | ||
| 2021 | Lim CE, Cho YS. Cross-task congruency sequence effect without the contribution of multiple expectancy. Acta Psychologica. 214: 103268. PMID 33609972 DOI: 10.1016/j.actpsy.2021.103268 | ||
| 2021 | Kanzler KE, Kilpela LS, Pugh J, Garcini LM, Gaspard CS, Aikens J, Reynero E, Tsevat J, Lopez ES, Johnson-Esparza Y, Ramirez AG, Finley EP. Methodology for task-shifting evidence-based psychological treatments to non-licenced/lay health workers: protocol for a systematic review. Bmj Open. 11: e044012. PMID 33526503 DOI: 10.1136/bmjopen-2020-044012 | ||
| 2021 | Zhao W, Zhao Y, Jiang X, He T, Liu F, Li N. Efficient Multiple Biomedical Events Extraction Via Reinforcement Learning. Bioinformatics (Oxford, England). PMID 33492356 DOI: 10.1093/bioinformatics/btab024 | ||
| 2021 | Ma X, Yin J, Zhu A, Li X, Yu Y, Wang L, Qi Y, Zhu Z. Enhanced Multifactorial Evolutionary Algorithm With Meme Helper-Tasks. Ieee Transactions On Cybernetics. PMID 33566783 DOI: 10.1109/TCYB.2021.3050516 | ||
| 2021 | Li J, Zhao G, Tao Y, Zhai P, Chen H, He H, Cai T. Multi-task Contrastive Learning for Automatic CT and X-ray Diagnosis of COVID-19. Pattern Recognition. 107848. PMID 33518812 DOI: 10.1016/j.patcog.2021.107848 | ||
| 2021 | Liu L, Wang B, Kuang Z, Xue JH, Chen Y, Yang W, Liao Q, Zhang W. GenDet: Meta Learning to Generate Detectors From Few Shots. Ieee Transactions On Neural Networks and Learning Systems. PMID 33523819 DOI: 10.1109/TNNLS.2021.3053005 | ||
| 2021 | van der Kooij K, van Mastrigt NM, Crowe EM, Smeets JBJ. Learning a reach trajectory based on binary reward feedback. Scientific Reports. 11: 2667. PMID 33514779 DOI: 10.1038/s41598-020-80155-x | ||
| 2021 | Han T, Gois FNB, Oliveira R, Prates LR, Porto MMA. Modeling the progression of COVID-19 deaths using Kalman Filter and AutoML. Soft Computing. 1-16. PMID 33424432 DOI: 10.1007/s00500-020-05503-5 | ||
| 2021 | Li C, Yang Y, Liang H, Wu B. Transfer learning for establishment of recognition of COVID-19 on CT imaging using small-sized training datasets. Knowledge-Based Systems. 106849. PMID 33584016 DOI: 10.1016/j.knosys.2021.106849 | ||
| 2021 | Noel-Storr A, Dooley G, Elliott J, Steele E, Shemilt I, Mavergames C, Wisniewski S, McDonald S, Murano M, Glanville J, Foxlee R, Beecher D, Ware J, Thomas J. An evaluation of Cochrane Crowd found that crowdsourcing produced accurate results in identifying randomised trials. Journal of Clinical Epidemiology. PMID 33476769 DOI: 10.1016/j.jclinepi.2021.01.006 | ||
| 2021 | Marstaller L, Al-Jiboury R, Kemp AH, Dymond S. Rule-based generalization of threat without similarity. Biological Psychology. 108042. PMID 33581229 DOI: 10.1016/j.biopsycho.2021.108042 | ||
| 2021 | Gonzalez GT, Kaur U, Rahman M, Venkatesh V, Sanchez N, Hager G, Xue Y, Voyles R, Wachs J. From the Dexterous Surgical Skill to the Battlefield-A Robotics Exploratory Study. Military Medicine. 186: 288-294. PMID 33499518 DOI: 10.1093/milmed/usaa253 | ||
| 2021 | Cui F, Zhang Z, Zou Q. Sequence representation approaches for sequence-based protein prediction tasks that use deep learning. Briefings in Functional Genomics. PMID 33527980 DOI: 10.1093/bfgp/elaa030 | ||
| 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 | Schneider DW, Chun H. Partitioning switch costs when investigating task switching in relation to media multitasking. Psychonomic Bulletin & Review. PMID 33634358 DOI: 10.3758/s13423-021-01895-z | ||
| 2021 | Yu Q, Song S, Ma C, Wei J, Chen S, Tan KC. Temporal Encoding and Multispike Learning Framework for Efficient Recognition of Visual Patterns. Ieee Transactions On Neural Networks and Learning Systems. PMID 33531306 DOI: 10.1109/TNNLS.2021.3052804 | ||
| 2021 | Ibrahim M, Wedyan M, Alturki R, Khan MA, Al-Jumaily A. Augmentation in Healthcare: Augmented Biosignal Using Deep Learning and Tensor Representation. Journal of Healthcare Engineering. 2021: 6624764. PMID 33575018 DOI: 10.1155/2021/6624764 | ||
| 2021 | Röttger E, Zhao F, Gaschler R, Haider H. Why Does Dual-Tasking Hamper Implicit Sequence Learning? Journal of Cognition. 4: 1. PMID 33506167 DOI: 10.5334/joc.136 | ||
| 2021 | Kim C, Park S, Hwang HJ. Local Stability of Wasserstein GANs With Abstract Gradient Penalty. Ieee Transactions On Neural Networks and Learning Systems. PMID 33606646 DOI: 10.1109/TNNLS.2021.3057885 | ||
| 2021 | Robinson C, Trivedi A, Blazes M, Ortiz A, Desbiens J, Gupta S, Dodhia R, Bhatraju PK, Liles WC, Lee A, Kalpathy-Cramer J, Lavista Ferres JM. Deep learning models for COVID-19 chest x-ray classification: Preventing shortcut learning using feature disentanglement. Medrxiv : the Preprint Server For Health Sciences. PMID 33594382 DOI: 10.1101/2021.02.11.20196766 | ||
| 2021 | Fernando KRM, Tsokos CP. Dynamically Weighted Balanced Loss: Class Imbalanced Learning and Confidence Calibration of Deep Neural Networks. Ieee Transactions On Neural Networks and Learning Systems. PMID 33444149 DOI: 10.1109/TNNLS.2020.3047335 |