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 Mori K, Yamauchi N, Wang H, Sato K, Toyoshima Y, Iino Y. Probabilistic generative modeling and reinforcement learning extract the intrinsic features of animal behavior. Neural Networks : the Official Journal of the International Neural Network Society. 145: 107-120. PMID 34735889 DOI: 10.1016/j.neunet.2021.10.002   
2021 Li Y, Qi Y, Wang Y, Wang Y, Xu K, Pan G. Robust neural decoding by kernel regression with Siamese representation learning. Journal of Neural Engineering. 18. PMID 34663771 DOI: 10.1088/1741-2552/ac2c4e   
2021 Chung S, Abbott LF. Neural population geometry: An approach for understanding biological and artificial neural networks. Current Opinion in Neurobiology. 70: 137-144. PMID 34801787 DOI: 10.1016/j.conb.2021.10.010   
2021 Seker MY, Ahmetoglu A, Nagai Y, Asada M, Oztop E, Ugur E. Imitation and mirror systems in robots through Deep Modality Blending Networks. Neural Networks : the Official Journal of the International Neural Network Society. 146: 22-35. PMID 34839090 DOI: 10.1016/j.neunet.2021.11.004   
2021 Do Q, Hasselmo ME. Neural circuits and symbolic processing. Neurobiology of Learning and Memory. 186: 107552. PMID 34763073 DOI: 10.1016/j.nlm.2021.107552   
2021 Yoo J, Shoaran M. Neural interface systems with on-device computing: machine learning and neuromorphic architectures. Current Opinion in Biotechnology. 72: 95-101. PMID 34735990 DOI: 10.1016/j.copbio.2021.10.012   
2021 Rigoli LM, Patil G, Stening HF, Kallen RW, Richardson MJ. Navigational Behavior of Humans and Deep Reinforcement Learning Agents. Frontiers in Psychology. 12: 725932. PMID 34630238 DOI: 10.3389/fpsyg.2021.725932   
2021 Ding Y, Zheng W, Geng J, Qin Z, Choo KR, Qin Z, Hou X. MVFusFra: A Multi-View Dynamic Fusion Framework for Multimodal Brain Tumor Segmentation. Ieee Journal of Biomedical and Health Informatics. PMID 34699375 DOI: 10.1109/JBHI.2021.3122328   
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 Choi H, Lim S, Min K, Ahn KH, Lee KM, Jang DP. Non-human primate epidural ECoG analysis using explainable deep learning technology. Journal of Neural Engineering. PMID 34695809 DOI: 10.1088/1741-2552/ac3314   
2021 Zhang H, Xu G, Guo J, Guo L. [A review of brain-like spiking neural network and its neuromorphic chip research]. Sheng Wu Yi Xue Gong Cheng Xue Za Zhi = Journal of Biomedical Engineering = Shengwu Yixue Gongchengxue Zazhi. 38: 986-994. PMID 34713667 DOI: 10.7507/1001-5515.202011005   
2021 Naert T, Çiçek Ö, Ogar P, Bürgi M, Shaidani NI, Kaminski MM, Xu Y, Grand K, Vujanovic M, Prata D, Hildebrandt F, Brox T, Ronneberger O, Voigt FF, Helmchen F, et al. Deep learning is widely applicable to phenotyping embryonic development and disease. Development (Cambridge, England). 148. PMID 34739029 DOI: 10.1242/dev.199664   
2021 Li M, Cai Z, Zhao J, Wang Y, Wang Y, Lu K. MNNMs Integrated Control for UAV Autonomous Tracking Randomly Moving Target Based on Learning Method. Sensors (Basel, Switzerland). 21. PMID 34770614 DOI: 10.3390/s21217307   
2021 Pan J, Li Y, Luo Y, Zhang X, Wang X, Wong DLT, Heng CH, Tham CK, Thean AV. Hybrid-Flexible Bimodal Sensing Wearable Glove System for Complex Hand Gesture Recognition. Acs Sensors. PMID 34726380 DOI: 10.1021/acssensors.1c01698   
2021 Doborjeh M, Doborjeh Z, Kasabov N, Barati M, Wang GY. Deep Learning of Explainable EEG Patterns as Dynamic Spatiotemporal Clusters and Rules in a Brain-Inspired Spiking Neural Network. Sensors (Basel, Switzerland). 21. PMID 34300640 DOI: 10.3390/s21144900   
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 Kanamura M, Suzuki K, Suga Y, Ogata T. Development of a Basic Educational Kit for Robotic System with Deep Neural Networks. Sensors (Basel, Switzerland). 21. PMID 34072738 DOI: 10.3390/s21113804   
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 Wang M, Wang Z, Sun H, Wang J, Shen C, Weng G, Chai X, Li H, Cao D, Hou T. Deep learning approaches for de novo drug design: An overview. Current Opinion in Structural Biology. 72: 135-144. PMID 34823138 DOI: 10.1016/   
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 Manns M, Otto T, Salm L. Pigeons show how meta-control enables decision-making in an ambiguous world. Scientific Reports. 11: 3838. PMID 33589698 DOI: 10.1038/s41598-021-83406-7   
2021 Yang P, Zhao C, Yang Q, Wei Z, Xiao X, Shen L, Wang T, Lei B, Peng Z. Diagnosis of obsessive-compulsive disorder via spatial similarity-aware learning and fused deep polynomial network. Medical Image Analysis. 75: 102244. PMID 34700244 DOI: 10.1016/   
2021 Cho J, Kim YJ, Sunwoo L, Lee GP, Nguyen TQ, Cho SJ, Baik SH, Bae YJ, Choi BS, Jung C, Sohn CH, Han JH, Kim CY, Kim KG, Kim JH. Deep Learning-Based Computer-Aided Detection System for Automated Treatment Response Assessment of Brain Metastases on 3D MRI. Frontiers in Oncology. 11: 739639. PMID 34778056 DOI: 10.3389/fonc.2021.739639   
2021 Calatrava-Nicolás FM, Gutiérrez-Maestro E, Bautista-Salinas D, Ortiz FJ, González JR, Vera-Repullo JA, Jiménez-Buendía M, Méndez I, Ruiz-Esteban C, Mozos OM. Robotic-Based Well-Being Monitoring and Coaching System for the Elderly in Their Daily Activities. Sensors (Basel, Switzerland). 21. PMID 34696078 DOI: 10.3390/s21206865   
2021 Bi Y, Li C, Benezeth Y, Yang F. Impacts of multicollinearity on CAPT modalities: An heterogeneous machine learning framework for computer-assisted French phoneme pronunciation training. Plos One. 16: e0257901. PMID 34662367 DOI: 10.1371/journal.pone.0257901   
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 Schauf A, Oh P. Adaptation strategies and collective dynamics of extraction in networked commons of bistable resources. Scientific Reports. 11: 21987. PMID 34753992 DOI: 10.1038/s41598-021-01314-2   
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 Shi H, Wang M, Wang C. Leader-Follower Formation Learning Control of Discrete-Time Nonlinear Multiagent Systems. Ieee Transactions On Cybernetics. PMID 34606467 DOI: 10.1109/TCYB.2021.3110645   
2021 Senft E, Hagenow M, Welsh K, Radwin R, Zinn M, Gleicher M, Mutlu B. Task-Level Authoring for Remote Robot Teleoperation. Frontiers in Robotics and Ai. 8: 707149. PMID 34646866 DOI: 10.3389/frobt.2021.707149   
2021 Gillmann C, Peter L, Schmidt C, Saur D, Scheuermann G, Potel M. Visualizing Multimodal Deep Learning for Lesion Prediction. Ieee Computer Graphics and Applications. 41: 90-98. PMID 34506270 DOI: 10.1109/MCG.2021.3099881   
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 Yan C, Chang X, Li Z, Ge Z, Guan W, Zhu L, Zheng Q. ZeroNAS: Differentiable Generative Adversarial Networks Search for Zero-Shot Learning. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 34762584 DOI: 10.1109/TPAMI.2021.3127346   
2021 Qiu Y, Qiu Y, Yuan Y, Chen Z, Lee R. QF-TraderNet: Intraday Trading Deep Reinforcement With Quantum Price Levels Based Profit-And-Loss Control. Frontiers in Artificial Intelligence. 4: 749878. PMID 34778753 DOI: 10.3389/frai.2021.749878   
2021 Liu X, Xu B, Cheng Y, Wang H, Chen W. Adaptive Control of Uncertain Nonlinear Systems via Event-Triggered Communication and NN Learning. Ieee Transactions On Cybernetics. PMID 34731083 DOI: 10.1109/TCYB.2021.3119780   
2021 Zhu YC, Du H, Jiang Q, Zhang T, Huang XJ, Zhang Y, Shi XR, Shan J, AlZoubi A. Machine Learning Assisted Doppler Features for Enhancing Thyroid Cancer Diagnosis: A Multi-Cohort Study. Journal of Ultrasound in Medicine : Official Journal of the American Institute of Ultrasound in Medicine. PMID 34751458 DOI: 10.1002/jum.15873   
2021 Balakrishnan V, Shi Z, Law CL, Lim R, Teh LL, Fan Y. A deep learning approach in predicting products' sentiment ratings: a comparative analysis. The Journal of Supercomputing. 1-21. PMID 34754140 DOI: 10.1007/s11227-021-04169-6   
2021 Zhuo T, Huang Q, Kankanhalli M. Unsupervised Abstract Reasoning for Raven's Problem Matrices. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. 30: 8332-8341. PMID 34587009 DOI: 10.1109/TIP.2021.3114987   
2021 Yang GR, Molano-Mazón M. Towards the next generation of recurrent network models for cognitive neuroscience. Current Opinion in Neurobiology. 70: 182-192. PMID 34844122 DOI: 10.1016/j.conb.2021.10.015   
2021 Lian B, Xue W, Lewis FL, Chai T. Inverse Reinforcement Learning for Adversarial Apprentice Games. Ieee Transactions On Neural Networks and Learning Systems. PMID 34623278 DOI: 10.1109/TNNLS.2021.3114612   
2021 Jiang Z, Lian Z, Wang J. Dual Attention Triplet Hashing Network for Image Retrieval. Frontiers in Neurorobotics. 15: 728161. PMID 34733150 DOI: 10.3389/fnbot.2021.728161   
2021 Marzuki AA, Tomic I, Ip SHY, Gottwald J, Kanen JW, Kaser M, Sule A, Conway-Morris A, Sahakian BJ, Robbins TW. Association of Environmental Uncertainty With Altered Decision-making and Learning Mechanisms in Youths With Obsessive-Compulsive Disorder. Jama Network Open. 4: e2136195. PMID 34842925 DOI: 10.1001/jamanetworkopen.2021.36195   
2021 Xu S, Wang J, Shu H, Zhang Z, Yi S, Bai B, Wang X, Liu J, Zou W. Optical coherent dot-product chip for sophisticated deep learning regression. Light, Science & Applications. 10: 221. PMID 34725322 DOI: 10.1038/s41377-021-00666-8   
2021 Castilla A, Borst G, Cohen D, Fradin J, Lefrançois C, Houdé O, Zaoui M, Berthoz A. A New Paradigm for the Study of Cognitive Flexibility in Children and Adolescents: The "Virtual House Locomotor Maze" (VHLM). Frontiers in Psychiatry. 12: 708378. PMID 34630176 DOI: 10.3389/fpsyt.2021.708378   
2021 Stoeve M, Schuldhaus D, Gamp A, Zwick C, Eskofier BM. From the Laboratory to the Field: IMU-Based Shot and Pass Detection in Football Training and Game Scenarios Using Deep Learning. Sensors (Basel, Switzerland). 21. PMID 33924985 DOI: 10.3390/s21093071   
2021 Mont O, Curtis SK, Voytenko Palgan Y. Organisational Response Strategies to COVID-19 in the Sharing Economy. Sustainable Production and Consumption. 28: 52-70. PMID 34786447 DOI: 10.1016/j.spc.2021.03.025   
2021 Desai SA, Mattheakis M, Sondak D, Protopapas P, Roberts SJ. Port-Hamiltonian neural networks for learning explicit time-dependent dynamical systems. Physical Review. E. 104: 034312. PMID 34654178 DOI: 10.1103/PhysRevE.104.034312   
2021 Jiang Y, Cao Z, Zhang J. Learning to Solve 3-D Bin Packing Problem via Deep Reinforcement Learning and Constraint Programming. Ieee Transactions On Cybernetics. PMID 34748508 DOI: 10.1109/TCYB.2021.3121542