Seth A. Herd, Ph.D. - Related publications

2005 University of Colorado, Boulder, Boulder, CO, United States 
Computational models, Hippocampus, Prefrontal Cortex, Cognitive Control
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50 most relevant papers in past 60 days:
Year Citation  Score
2021 Vaidya AR, Jones HM, Castillo J, Badre D. Neural representation of abstract task structure during generalization. Elife. 10. PMID 33729156 DOI: 10.7554/eLife.63226   
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 Holroyd CB, Verguts T. The Best Laid Plans: Computational Principles of Anterior Cingulate Cortex. Trends in Cognitive Sciences. PMID 33593641 DOI: 10.1016/j.tics.2021.01.008   
2021 Hennig JA, Oby ER, Golub MD, Bahureksa LA, Sadtler PT, Quick KM, Ryu SI, Tyler-Kabara EC, Batista AP, Chase SM, Yu BM. Learning is shaped by abrupt changes in neural engagement. Nature Neuroscience. PMID 33782622 DOI: 10.1038/s41593-021-00822-8   
2021 Hernández A, Amigó JM. Attention Mechanisms and Their Applications to Complex Systems. Entropy (Basel, Switzerland). 23. PMID 33652728 DOI: 10.3390/e23030283   
2021 Sheahan H, Luyckx F, Nelli S, Teupe C, Summerfield C. Neural state space alignment for magnitude generalization in humans and recurrent networks. Neuron. PMID 33626322 DOI: 10.1016/j.neuron.2021.02.004   
2021 Finlayson SG, McDermott MBA, Pickering AV, Lipnick SL, Kohane IS. Cross-modal representation alignment of molecular structure and perturbation-induced transcriptional profiles. Pacific Symposium On Biocomputing. Pacific Symposium On Biocomputing. 26: 273-284. PMID 33691024   
2021 Radulescu A, Shin YS, Niv Y. Human Representation Learning. Annual Review of Neuroscience. PMID 33730510 DOI: 10.1146/annurev-neuro-092920-120559   
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 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 Lam SY, Zénon A. Information Rate in Humans during Visuomotor Tracking. Entropy (Basel, Switzerland). 23. PMID 33672077 DOI: 10.3390/e23020228   
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 Recanatesi S, Farrell M, Lajoie G, Deneve S, Rigotti M, Shea-Brown E. Predictive learning as a network mechanism for extracting low-dimensional latent space representations. Nature Communications. 12: 1417. PMID 33658520 DOI: 10.1038/s41467-021-21696-1   
2021 Battleday RM, Peterson JC, Griffiths TL. From convolutional neural networks to models of higher-level cognition (and back again). Annals of the New York Academy of Sciences. PMID 33754368 DOI: 10.1111/nyas.14593   
2021 Liang Q, Zeng Y. Stylistic Composition of Melodies Based on a Brain-Inspired Spiking Neural Network. Frontiers in Systems Neuroscience. 15: 639484. PMID 33776661 DOI: 10.3389/fnsys.2021.639484   
2021 Davies S, Lucas A, Ricolfe-Viala C, Di Nuovo A. A Database for Learning Numbers by Visual Finger Recognition in Developmental Neuro-Robotics. Frontiers in Neurorobotics. 15: 619504. PMID 33737873 DOI: 10.3389/fnbot.2021.619504   
2021 Knyazev B, Augusta C, Taylor GW. Learning temporal attention in dynamic graphs with bilinear interactions. Plos One. 16: e0247936. PMID 33661968 DOI: 10.1371/journal.pone.0247936   
2021 Yotsutsuji S, Lei M, Akama H. Evaluation of Task fMRI Decoding With Deep Learning on a Small Sample Dataset. Frontiers in Neuroinformatics. 15: 577451. PMID 33679360 DOI: 10.3389/fninf.2021.577451   
2021 Dharmaretnam D, Foster C, Fyshe A. Words as a window: Using word embeddings to explore the learned representations of Convolutional Neural Networks. Neural Networks : the Official Journal of the International Neural Network Society. 137: 63-74. PMID 33556802 DOI: 10.1016/j.neunet.2020.12.009   
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 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 Kuo HI, Qi FX, Paulus W, Kuo MF, Nitsche MA. Noradrenergic enhancement of motor learning, attention, and working memory in humans. The International Journal of Neuropsychopharmacology. PMID 33617635 DOI: 10.1093/ijnp/pyab006   
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 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 Bucci S, D'Innocente A, Liao Y, Carlucci FM, Caputo B, Tommasi T. Self-Supervised Learning Across Domains. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 33798074 DOI: 10.1109/TPAMI.2021.3070791   
2021 Frisby TS, Baker SJ, Marçais G, Hoang QM, Kingsford C, Langmead CJ. HARVESTMAN: a framework for hierarchical feature learning and selection from whole genome sequencing data. Bmc Bioinformatics. 22: 174. PMID 33794760 DOI: 10.1186/s12859-021-04096-6   
2021 Dunstone J, Atkinson M, Grainger C, Renner E, Caldwell CA. Limited evidence for executive function load impairing selective copying in a win-stay lose-shift task. Plos One. 16: e0247183. PMID 33661937 DOI: 10.1371/journal.pone.0247183   
2021 Wang H, Liu Z, Peng D, Yang M, Qin Y. Feature-Level Attention-Guided Multitask CNN for Fault Diagnosis and Working Conditions Identification of Rolling Bearing. Ieee Transactions On Neural Networks and Learning Systems. PMID 33684044 DOI: 10.1109/TNNLS.2021.3060494   
2021 Wen S, Rios A, Ge Y, Itti L. Beneficial Perturbation Network for Designing General Adaptive Artificial Intelligence Systems. Ieee Transactions On Neural Networks and Learning Systems. PMID 33596177 DOI: 10.1109/TNNLS.2021.3054423   
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 Jia 贾珂 K, Li 李雅 Y, Gong 梦园龚 M, Huang 黄晖 H, Wang 王勇慧 Y, Li 李晟 S. Perceptual learning beyond perception: mnemonic representation in early visual cortex and intraparietal sulcus. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. PMID 33811151 DOI: 10.1523/JNEUROSCI.2780-20.2021   
2021 Chen Z, Wei XS, Wang P, Guo Y. Learning Graph Convolutional Networks for Multi-Label Recognition and Applications. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 33656987 DOI: 10.1109/TPAMI.2021.3063496   
2021 Urban CJ, Gates KM. Deep learning: A primer for psychologists. Psychological Methods. PMID 33793268 DOI: 10.1037/met0000374   
2021 Wang PY, Sapra S, George VK, Silva GA. Generalizable Machine Learning in Neuroscience Using Graph Neural Networks. Frontiers in Artificial Intelligence. 4: 618372. PMID 33748747 DOI: 10.3389/frai.2021.618372   
2021 Liu H, Ong YS, Jiang X, Wang X. Deep Latent-Variable Kernel Learning. Ieee Transactions On Cybernetics. PMID 33750728 DOI: 10.1109/TCYB.2021.3062140   
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 Zheng X, Zhang Y, Hong S, Li H, Tang L, Xiong Y, Zhou J, Wang Y, Sun X, Zhu P, Wu C, Ji R. Evolving Fully Automated Machine Learning via Life-Long Knowledge Anchors. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 33780333 DOI: 10.1109/TPAMI.2021.3069250   
2021 Petrosyan A, Sinkin M, Lebedev MA, Ossadtchi A. Decoding and interpreting cortical signals with a compact convolutional neural network. Journal of Neural Engineering. PMID 33524962 DOI: 10.1088/1741-2552/abe20e   
2021 Cattani G, Kim JH. Variety-seeking, learning and performance. Plos One. 16: e0247034. PMID 33684105 DOI: 10.1371/journal.pone.0247034   
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 Li Y, Cheng S, Xue Y, Tian L. Displacement-agnostic coherent imaging through scatter with an interpretable deep neural network. Optics Express. 29: 2244-2257. PMID 33726423 DOI: 10.1364/OE.411291   
2021 John CC, Ponnusamy V, Krishnan Chandrasekaran S, R N. A Survey on Mathematical, Machine Learning and Deep Learning Models for COVID-19 Transmission and Diagnosis. Ieee Reviews in Biomedical Engineering. PMID 33769936 DOI: 10.1109/RBME.2021.3069213   
2021 Qi Z, Wang S, Su C, Su L, Huang Q, Tian Q. Self-Regulated Learning for Egocentric Video Activity Anticipation. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 33596171 DOI: 10.1109/TPAMI.2021.3059923   
2021 Funke CM, Borowski J, Stosio K, Brendel W, Wallis TSA, Bethge M. Five points to check when comparing visual perception in humans and machines. Journal of Vision. 21: 16. PMID 33724362 DOI: 10.1167/jov.21.3.16   
2021 Xie X, Niu J, Liu X, Chen Z, Tang S, Yu S. A survey on incorporating domain knowledge into deep learning for medical image analysis. Medical Image Analysis. 69: 101985. PMID 33588117 DOI: 10.1016/   
2021 Ballard HK, Eakin SM, Maldonado T, Bernard JA. Using high-definition transcranial direct current stimulation to investigate the role of the dorsolateral prefrontal cortex in explicit sequence learning. Plos One. 16: e0246849. PMID 33735211 DOI: 10.1371/journal.pone.0246849   
2021 Qin S, Mudur N, Pehlevan C. Contrastive Similarity Matching for Supervised Learning. Neural Computation. 1-29. PMID 33617744 DOI: 10.1162/neco_a_01374   
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 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 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