Bernard D. Reger, Ph.D. - Related publications

Northwestern University, Evanston, IL 
Motor System, Learning, Robotics, Computational Neuroscience
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50 most relevant papers in past 60 days:
Year Citation  Score
2021 Macpherson T, Matsumoto M, Gomi H, Morimoto J, Uchibe E, Hikida T. Parallel and hierarchical neural mechanisms for adaptive and predictive behavioral control. Neural Networks : the Official Journal of the International Neural Network Society. 144: 507-521. PMID 34601363 DOI: 10.1016/j.neunet.2021.09.009   
2021 Bohnslav JP, Wimalasena NK, Clausing KJ, Dai YY, Yarmolinsky DA, Cruz T, Kashlan AD, Chiappe ME, Orefice LL, Woolf CJ, Harvey CD. DeepEthogram, a machine learning pipeline for supervised behavior classification from raw pixels. Elife. 10. PMID 34473051 DOI: 10.7554/eLife.63377   
2021 Hsu AI, Yttri EA. B-SOiD, an open-source unsupervised algorithm for identification and fast prediction of behaviors. Nature Communications. 12: 5188. PMID 34465784 DOI: 10.1038/s41467-021-25420-x   
2021 Toh YP, Dion E, Monteiro A. Dissections of Larval, Pupal and Adult Butterfly Brains for Immunostaining and Molecular Analysis. Methods and Protocols. 4. PMID 34449688 DOI: 10.3390/mps4030053   
2021 Bennett MS. What Behavioral Abilities Emerged at Key Milestones in Human Brain Evolution? 13 Hypotheses on the 600-Million-Year Phylogenetic History of Human Intelligence. Frontiers in Psychology. 12: 685853. PMID 34393912 DOI: 10.3389/fpsyg.2021.685853   
2021 Sarazin MXB, Victor J, Medernach D, Naudé J, Delord B. Online Learning and Memory of Neural Trajectory Replays for Prefrontal Persistent and Dynamic Representations in the Irregular Asynchronous State. Frontiers in Neural Circuits. 15: 648538. PMID 34305535 DOI: 10.3389/fncir.2021.648538   
2021 Landmann S, Holmes CM, Tikhonov M. A simple regulatory architecture allows learning the statistical structure of a changing environment. Elife. 10. PMID 34490844 DOI: 10.7554/eLife.67455   
2021 Zhu W, Guo X, Owaki D, Kutsuzawa K, Hayashibe M. A Survey of Sim-to-Real Transfer Techniques Applied to Reinforcement Learning for Bioinspired Robots. Ieee Transactions On Neural Networks and Learning Systems. PMID 34587101 DOI: 10.1109/TNNLS.2021.3112718   
2021 Sun H, Fu T, Ling Y, He C. Adaptive Quadruped Balance Control for Dynamic Environments Using Maximum-Entropy Reinforcement Learning. Sensors (Basel, Switzerland). 21. PMID 34502796 DOI: 10.3390/s21175907   
2021 Mladenovic J, Frey J, Pramij S, Mattout J, Lotte F. Towards identifying optimal biased feedback for various user states and traits in motor imagery BCI. Ieee Transactions On Bio-Medical Engineering. PMID 34543189 DOI: 10.1109/TBME.2021.3113854   
2021 Xue W, Lian B, Fan J, Kolaric P, Chai T, Lewis FL. Inverse Reinforcement Q-Learning Through Expert Imitation for Discrete-Time Systems. Ieee Transactions On Neural Networks and Learning Systems. PMID 34520364 DOI: 10.1109/TNNLS.2021.3106635   
2021 Rajakumar A, Rinzel J, Chen ZS. Stimulus-Driven and Spontaneous Dynamics in Excitatory-Inhibitory Recurrent Neural Networks for Sequence Representation. Neural Computation. 33: 2603-2645. PMID 34530451 DOI: 10.1162/neco_a_01418   
2021 Raman D, O'Leary T. Optimal plasticity for memory maintenance during ongoing synaptic change. Elife. 10. PMID 34519270 DOI: 10.7554/eLife.62912   
2021 Choi J, Lee G, Lee C. Reinforcement learning-based dynamic obstacle avoidance and integration of path planning. Intelligent Service Robotics. 1-15. PMID 34642589 DOI: 10.1007/s11370-021-00387-2   
2021 Song J, Xiao L, Molaei M, Lian Z. Sparse Coding Driven Deep Decision Tree Ensembles for Nucleus Segmentation in Digital Pathology Images. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. PMID 34534088 DOI: 10.1109/TIP.2021.3112057   
2021 Soltani A, Koechlin E. Computational models of adaptive behavior and prefrontal cortex. Neuropsychopharmacology : Official Publication of the American College of Neuropsychopharmacology. PMID 34389808 DOI: 10.1038/s41386-021-01123-1   
2021 Ji J, Zou A, Liu J, Yang C, Zhang X, Song Y. A Survey on Brain Effective Connectivity Network Learning. Ieee Transactions On Neural Networks and Learning Systems. PMID 34469315 DOI: 10.1109/TNNLS.2021.3106299   
2021 Hayes TL, Krishnan GP, Bazhenov M, Siegelmann HT, Sejnowski TJ, Kanan C. Replay in Deep Learning: Current Approaches and Missing Biological Elements. Neural Computation. 1-44. PMID 34474476 DOI: 10.1162/neco_a_01433   
2021 Bi Y. Dual coding of knowledge in the human brain. Trends in Cognitive Sciences. 25: 883-895. PMID 34509366 DOI: 10.1016/j.tics.2021.07.006   
2021 Kimura M, Ishisaki Y, Miyabe Y, Yoshida H, Ogawa I, Yokoyama T, Haga KI, Tokumitsu E, Nakashima Y. Neuromorphic System Using Memcapacitors and Autonomous Local Learning. Ieee Transactions On Neural Networks and Learning Systems. PMID 34469318 DOI: 10.1109/TNNLS.2021.3106566   
2021 Zhang W, Valencia A, Chang NB. Synergistic Integration Between Machine Learning and Agent-Based Modeling: A Multidisciplinary Review. Ieee Transactions On Neural Networks and Learning Systems. PMID 34473633 DOI: 10.1109/TNNLS.2021.3106777   
2021 Zhang Z, Mondal S, Mandal S, Allred JM, Aghamiri NA, Fali A, Zhang Z, Zhou H, Cao H, Rodolakis F, McChesney JL, Wang Q, Sun Y, Abate Y, Roy K, et al. Neuromorphic learning with Mott insulator NiO. Proceedings of the National Academy of Sciences of the United States of America. 118. PMID 34531299 DOI: 10.1073/pnas.2017239118   
2021 Nakandala S, Jankowska MM, Tuz-Zahra F, Bellettiere J, Carlson JA, LaCroix AZ, Hartman SJ, Rosenberg DE, Zou J, Kumar A, Natarajan L. Application of Convolutional Neural Network Algorithms for Advancing Sedentary and Activity Bout Classification. Journal For the Measurement of Physical Behaviour. 4: 102-110. PMID 34458688 DOI: 10.1123/jmpb.2020-0016   
2021 Huang L, Ling C. Leveraging Transfer Learning and Chemical Principles toward Interpretable Materials Properties. Journal of Chemical Information and Modeling. PMID 34435765 DOI: 10.1021/acs.jcim.1c00434   
2021 Soleimany AP, Amini A, Goldman S, Rus D, Bhatia SN, Coley CW. Evidential Deep Learning for Guided Molecular Property Prediction and Discovery. Acs Central Science. 7: 1356-1367. PMID 34471680 DOI: 10.1021/acscentsci.1c00546   
2021 Ouyang Y, Sun C, Dong L. Actor-critic learning based coordinated control for a dual-arm robot with prescribed performance and unknown backlash-like hysteresis. Isa Transactions. PMID 34446282 DOI: 10.1016/j.isatra.2021.08.005   
2021 Yon D, Frith CD. Precision and the Bayesian brain. Current Biology : Cb. 31: R1026-R1032. PMID 34520708 DOI: 10.1016/j.cub.2021.07.044   
2021 Kim S, Ji W, Deng S, Ma Y, Rackauckas C. Stiff neural ordinary differential equations. Chaos (Woodbury, N.Y.). 31: 093122. PMID 34598467 DOI: 10.1063/5.0060697   
2021 Li X, Sindihebura TT, Zhou L, Duarte CM, Costa DP, Hindell MA, McMahon C, Muelbert MMC, Zhang X, Peng C. A prediction and imputation method for marine animal movement data. Peerj. Computer Science. 7: e656. PMID 34435100 DOI: 10.7717/peerj-cs.656   
2021 Goscinski A, Musil F, Pozdnyakov S, Nigam J, Ceriotti M. Optimal radial basis for density-based atomic representations. The Journal of Chemical Physics. 155: 104106. PMID 34525832 DOI: 10.1063/5.0057229   
2021 Wu L, Pan M. English Grammar Detection Based on LSTM-CRF Machine Learning Model. Computational Intelligence and Neuroscience. 2021: 8545686. PMID 34456995 DOI: 10.1155/2021/8545686   
2021 Nguyen AT, Drealan MW, Luu DK, Jiang M, Xu J, Cheng J, Zhao Q, Keefer E, Yang Z. A portable, self-contained neuroprosthetic hand with deep learning-based finger control. Journal of Neural Engineering. PMID 34571503 DOI: 10.1088/1741-2552/ac2a8d   
2021 Knoblauch A. Power Function Error Initialization Can Improve Convergence of Backpropagation Learning in Neural Networks for Classification. Neural Computation. 33: 2193-2225. PMID 34310673 DOI: 10.1162/neco_a_01407   
2021 Wu J, Xu C, Han X, Zhou D, Zhang M, Li H, Tan KC. Progressive Tandem Learning for Pattern Recognition with Deep Spiking Neural Networks. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 34546918 DOI: 10.1109/TPAMI.2021.3114196   
2021 Darriba Á, Hsu YF, Van Ommen S, Waszak F. Intention-based and sensory-based predictions. Scientific Reports. 11: 19899. PMID 34615990 DOI: 10.1038/s41598-021-99445-z   
2021 Dazzi M, Sebastian A, Benini L, Eleftheriou E. Accelerating Inference of Convolutional Neural Networks Using In-memory Computing. Frontiers in Computational Neuroscience. 15: 674154. PMID 34413731 DOI: 10.3389/fncom.2021.674154   
2021 Shi L, Copot C, Vanlanduit S. Gaze Gesture Recognition by Graph Convolutional Networks. Frontiers in Robotics and Ai. 8: 709952. PMID 34422914 DOI: 10.3389/frobt.2021.709952   
2021 Bennett D, Davidson G, Niv Y. A model of mood as integrated advantage. Psychological Review. PMID 34516150 DOI: 10.1037/rev0000294   
2021 Li K, Zhang T, Wang R, Wang Y, Han Y, Wang L. Deep Reinforcement Learning for Combinatorial Optimization: Covering Salesman Problems. Ieee Transactions On Cybernetics. PMID 34437087 DOI: 10.1109/TCYB.2021.3103811   
2021 Mathew J, Lefèvre P, Crevecoeur F. Savings in human force field learning supported by feedback adaptation. Eneuro. PMID 34465612 DOI: 10.1523/ENEURO.0088-21.2021   
2021 Perez-Nieves N, Leung VCH, Dragotti PL, Goodman DFM. Neural heterogeneity promotes robust learning. Nature Communications. 12: 5791. PMID 34608134 DOI: 10.1038/s41467-021-26022-3   
2021 Zhang H, Kendall WY, Jelly ET, Wax A. Deep learning classification of cervical dysplasia using depth-resolved angular light scattering profiles. Biomedical Optics Express. 12: 4997-5007. PMID 34513238 DOI: 10.1364/BOE.430467   
2021 Gao X, Yan L, Wang G, Gerada C. Hybrid Recurrent Neural Network Architecture-Based Intention Recognition for Human-Robot Collaboration. Ieee Transactions On Cybernetics. PMID 34637387 DOI: 10.1109/TCYB.2021.3106543   
2021 Zhao Z, Jin Y, Chen J, Lu B, Ng CF, Liu YH, Dou Q, Heng PA. Anchor-guided online meta adaptation for fast one-Shot instrument segmentation from robotic surgical videos. Medical Image Analysis. 74: 102240. PMID 34614476 DOI: 10.1016/   
2021 Strobelt H, Kinley J, Krueger R, Beyer J, Pfister H, Rush AM. GenNI: Human-AI Collaboration for Data-Backed Text Generation. Ieee Transactions On Visualization and Computer Graphics. PMID 34587072 DOI: 10.1109/TVCG.2021.3114845   
2021 Collins AGE, Shenhav A. Advances in modeling learning and decision-making in neuroscience. Neuropsychopharmacology : Official Publication of the American College of Neuropsychopharmacology. PMID 34453117 DOI: 10.1038/s41386-021-01126-y   
2021 Fang F, Yao Y, Zhou T, Xie G, Lu J. Self-supervised Multi-modal Hybrid Fusion Network for Brain Tumor Segmentation. Ieee Journal of Biomedical and Health Informatics. PMID 34478389 DOI: 10.1109/JBHI.2021.3109301   
2021 Wingert T, Lee C, Cannesson M. Machine Learning, Deep Learning, and Closed Loop Devices-Anesthesia Delivery. Anesthesiology Clinics. 39: 565-581. PMID 34392886 DOI: 10.1016/j.anclin.2021.03.012   
2021 Ozcan A, Catal C, Donmez E, Senturk B. A hybrid DNN-LSTM model for detecting phishing URLs. Neural Computing & Applications. 1-17. PMID 34393380 DOI: 10.1007/s00521-021-06401-z   
2021 Huang C, Zhang R, Ouyang M, Wei P, Lin J, Su J, Lin L. Deductive Reinforcement Learning for Visual Autonomous Urban Driving Navigation. Ieee Transactions On Neural Networks and Learning Systems. PMID 34520367 DOI: 10.1109/TNNLS.2021.3109284