Jorg Conradt, Ph.D - Related publications

Affiliations: 
Neuroscientific System Theory Technische Universität München (TUM), München, Bayern, Germany 
Area:
Neuronal-Style Information Processing in Closed-Control-Loop Systems, Distributed Local Information Processing, Growing and Adaptive Networks of Computational Units, Neuromorphic Sensor Fusion and Distributed Actuator Networks, Event-Based Systems
Website:
http://www.nst.ei.tum.de/en/team/jorg-conradt/
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50 most relevant papers in past 60 days:
Year Citation  Score
2021 Shao Y, Lin JC, Srivastava G, Guo D, Zhang H, Yi H, Jolfaei A. Multi-Objective Neural Evolutionary Algorithm for Combinatorial Optimization Problems. Ieee Transactions On Neural Networks and Learning Systems. PMID 34473629 DOI: 10.1109/TNNLS.2021.3105937   
2021 Qian Y, Hou J, Kwong S, He Y. Deep Magnification-Flexible Upsampling over 3D Point Clouds. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. PMID 34591759 DOI: 10.1109/TIP.2021.3115385   
2021 Singh SA, Meitei TG, Devi ND, Majumder S. A deep neural network approach for P300 detection-based BCI using single-channel EEG scalogram images. Physical and Engineering Sciences in Medicine. PMID 34550551 DOI: 10.1007/s13246-021-01057-4   
2021 Akesson M, Singh P, Wrede F, Hellander A. Convolutional Neural Networks as Summary Statistics for Approximate Bayesian Computation. Ieee/Acm Transactions On Computational Biology and Bioinformatics. PMID 34460381 DOI: 10.1109/TCBB.2021.3108695   
2021 Affan M, Uddin R. Brain Emotional Learning and Adaptive Model Predictive Controller for Induction Motor Drive: A New Cascaded Vector Control Topology. International Journal of Control, Automation, and Systems. 1-14. PMID 34335124 DOI: 10.1007/s12555-020-0306-z   
2021 Sharma P, Shamout FE, Abrol V, Clifton D. Data pre-processing using Neural Processes for Modelling Personalised Vital-Sign Time-Series Data. Ieee Journal of Biomedical and Health Informatics. PMID 34460406 DOI: 10.1109/JBHI.2021.3107518   
2021 Thafar MA, Olayan RS, Albaradei S, Bajic VB, Gojobori T, Essack M, Gao X. DTi2Vec: Drug-target interaction prediction using network embedding and ensemble learning. Journal of Cheminformatics. 13: 71. PMID 34551818 DOI: 10.1186/s13321-021-00552-w   
2021 Xu F, Miao Y, Sun Y, Guo D, Xu J, Wang Y, Li J, Li H, Dong G, Rong F, Leng J, Zhang Y. A transfer learning framework based on motor imagery rehabilitation for stroke. Scientific Reports. 11: 19783. PMID 34611209 DOI: 10.1038/s41598-021-99114-1   
2021 Chen JH, Tseng YJ. A general optimization protocol for molecular property prediction using a deep learning network. Briefings in Bioinformatics. PMID 34498673 DOI: 10.1093/bib/bbab367   
2021 Payandeh S, Wael J. Experimental Study of a Deep-Learning RGB-D Tracker for Virtual Remote Human Model Reconstruction. International Journal of Telemedicine and Applications. 2021: 5551753. PMID 34567110 DOI: 10.1155/2021/5551753   
2021 Han Y, Huang G, Song S, Yang L, Wang H, Wang Y. Dynamic Neural Networks: A Survey. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 34613907 DOI: 10.1109/TPAMI.2021.3117837   
2021 Zhong T, Li D, Wang J, Xu J, An Z, Zhu Y. Fusion Learning for sEMG Recognition of Multiple Upper-Limb Rehabilitation Movements. Sensors (Basel, Switzerland). 21. PMID 34450825 DOI: 10.3390/s21165385   
2021 Wang X, Lu H, Shen X, Ma L, Wang Y. Prosthetic control system based on motor imagery. Computer Methods in Biomechanics and Biomedical Engineering. 1-8. PMID 34533381 DOI: 10.1080/10255842.2021.1977800   
2021 Hart R, Smith H, Zhang Y. Systematic review of automatic assessment systems for resistance-training movement performance: A data science perspective. Computers in Biology and Medicine. 137: 104779. PMID 34454166 DOI: 10.1016/j.compbiomed.2021.104779   
2021 Mandal M, Singh PK, Ijaz MF, Shafi J, Sarkar R. A Tri-Stage Wrapper-Filter Feature Selection Framework for Disease Classification. Sensors (Basel, Switzerland). 21. PMID 34451013 DOI: 10.3390/s21165571   
2021 Tam WC, Fu EY, Mensch A, Hamins A, You C, Ngai G, Leong HV. Prevention of Cooktop Ignition Using Detection and Multi-Step Machine Learning Algorithms. Fire Safety Journal. 120. PMID 34511712 DOI: 10.1016/j.firesaf.2020.103043   
2021 Zhang H, Zhu L, Xu S, Cao J, Kong W. Two Brains, One Target: Design of a Multi-level Information Fusion Model Based on Dual-subject RSVP. Journal of Neuroscience Methods. 109346. PMID 34474046 DOI: 10.1016/j.jneumeth.2021.109346   
2021 Vulimiri PS, Deng H, Dugast F, Zhang X, To AC. Integrating Geometric Data into Topology Optimization via Neural Style Transfer. Materials (Basel, Switzerland). 14. PMID 34443073 DOI: 10.3390/ma14164551   
2021 Syah R, Rezaei M, Elveny M, Majidi Nezhad M, Ramdan D, Nesaht M, Davarpanah A. Day-ahead electricity price forecasting using WPT, VMI, LSSVM-based self adaptive fuzzy kernel and modified HBMO algorithm. Scientific Reports. 11: 17375. PMID 34462448 DOI: 10.1038/s41598-021-96501-6   
2021 Jiang X, Wang N, Xin J, Xia X, Yang X, Gao X. Learning lightweight super-resolution networks with weight pruning. Neural Networks : the Official Journal of the International Neural Network Society. 144: 21-32. PMID 34450444 DOI: 10.1016/j.neunet.2021.08.002   
2021 Ha M, Wang D, Liu D. Neural-network-based discounted optimal control via an integrated value iteration with accuracy guarantee. Neural Networks : the Official Journal of the International Neural Network Society. 144: 176-186. PMID 34500256 DOI: 10.1016/j.neunet.2021.08.025   
2021 Jia Q, Chang L, Qiang B, Zhang S, Xie W, Yang X, Sun Y, Yang M. Real-Time 3D Reconstruction Method Based on Monocular Vision. Sensors (Basel, Switzerland). 21. PMID 34502800 DOI: 10.3390/s21175909   
2021 Li Z, Li S. Neural Network Model-Based Control for Manipulator: An Autoencoder Perspective. Ieee Transactions On Neural Networks and Learning Systems. PMID 34520370 DOI: 10.1109/TNNLS.2021.3109953   
2021 Dogan A, Akay M, Barua PD, Baygin M, Dogan S, Tuncer T, Dogru AH, Acharya UR. PrimePatNet87: Prime pattern and tunable q-factor wavelet transform techniques for automated accurate EEG emotion recognition. Computers in Biology and Medicine. 138: 104867. PMID 34543892 DOI: 10.1016/j.compbiomed.2021.104867   
2021 Roy D, Girdzijauskas S, Socolovschi S. Confidence-Calibrated Human Activity Recognition. Sensors (Basel, Switzerland). 21. PMID 34640886 DOI: 10.3390/s21196566   
2021 Zhu B, Shin U, Shoaran M. Closed-Loop Neural Prostheses with On-Chip Intelligence: A Review and A Low-Latency Machine Learning Model for Brain State Detection. Ieee Transactions On Biomedical Circuits and Systems. PMID 34529573 DOI: 10.1109/TBCAS.2021.3112756   
2021 ElSayed NE, Tolba AS, Rashad MZ, Belal T, Sarhan S. Multimodal analysis of electroencephalographic and electrooculographic signals. Computers in Biology and Medicine. 137: 104809. PMID 34517160 DOI: 10.1016/j.compbiomed.2021.104809   
2021 Arogeti SA, Lewis FL. Static Output-Feedback Control Design Procedures for Continuous-Time Systems With Different Levels of Model Knowledge. Ieee Transactions On Cybernetics. PMID 34570712 DOI: 10.1109/TCYB.2021.3103148   
2021 Guan S, Li J, Wang F, Yuan Z, Kang X, Lu B. Discriminating three motor imagery states of the same joint for brain-computer interface. Peerj. 9: e12027. PMID 34513337 DOI: 10.7717/peerj.12027   
2021 Zhou Y, He Y, Wu J, Cui C, Chen M, Sun B. A method of parameter estimation for cardiovascular hemodynamics based on deep learning and its application to personalize a reduced-order model. International Journal For Numerical Methods in Biomedical Engineering. e3533. PMID 34585523 DOI: 10.1002/cnm.3533   
2021 Chen C, Lu CX, Wang B, Trigoni N, Markham A. DynaNet: Neural Kalman Dynamical Model for Motion Estimation and Prediction. Ieee Transactions On Neural Networks and Learning Systems. PMID 34559667 DOI: 10.1109/TNNLS.2021.3112460   
2021 Wu CK, Zhang XC, Yang ZJ, Lu AP, Hou TJ, Cao DS. Learning to SMILES: BAN-based strategies to improve latent representation learning from molecules. Briefings in Bioinformatics. PMID 34427296 DOI: 10.1093/bib/bbab327   
2021 Kou L, Yang K, Luo L, Zhang Y, Li J, Wang Y, Xie L. Binocular stereo matching of real scenes based on a convolutional neural network and computer graphics. Optics Express. 29: 26876-26893. PMID 34615114 DOI: 10.1364/OE.433247   
2021 Vanattou-Saïfoudine N, Han C, Krause R, Vasilaki E, von der Behrens W, Indiveri G. A robust model of Stimulus-Specific Adaptation validated on neuromorphic hardware. Scientific Reports. 11: 17904. PMID 34504155 DOI: 10.1038/s41598-021-97217-3   
2021 Li Y, Chen Z, Zha D, Zhou K, Jin H, Chen H, Hu X. Automated Anomaly Detection via Curiosity-Guided Search and Self-Imitation Learning. Ieee Transactions On Neural Networks and Learning Systems. PMID 34469310 DOI: 10.1109/TNNLS.2021.3105636   
2021 Teichmann M, Larisch R, Hamker FH. Performance of biologically grounded models of the early visual system on standard object recognition tasks. Neural Networks : the Official Journal of the International Neural Network Society. 144: 210-228. PMID 34507042 DOI: 10.1016/j.neunet.2021.08.009   
2021 Ma YS, Che WW, Deng C, Wu ZG. Distributed Model-Free Adaptive Control for Learning Nonlinear MASs Under DoS Attacks. Ieee Transactions On Neural Networks and Learning Systems. PMID 34428158 DOI: 10.1109/TNNLS.2021.3104978   
2021 Lee YJ, Kahng H, Kim SB. Generative Adversarial Networks for De Novo Molecular Design. Molecular Informatics. 40: e2100045. PMID 34622551 DOI: 10.1002/minf.202100045   
2021 Perić Z, Savić M, Simić N, Denić B, Despotović V. Design of a 2-Bit Neural Network Quantizer for Laplacian Source. Entropy (Basel, Switzerland). 23. PMID 34441074 DOI: 10.3390/e23080933   
2021 Sainju AM, He W, Jiang Z, Yan D, Chen H. Flood Inundation Mapping with Limited Observations Based on Physics-Aware Topography Constraint. Frontiers in Big Data. 4: 707951. PMID 34381996 DOI: 10.3389/fdata.2021.707951   
2021 Zheng Q, Sun J. Effective Point Cloud Analysis Using Multi-Scale Features. Sensors (Basel, Switzerland). 21. PMID 34451016 DOI: 10.3390/s21165574   
2021 Kim YH, Lee C, Ha EG, Choi YJ, Han SS. A fully deep learning model for the automatic identification of cephalometric landmarks. Imaging Science in Dentistry. 51: 299-306. PMID 34621657 DOI: 10.5624/isd.20210077   
2021 Gutierrez-Galan D, Schoepe T, Dominguez-Morales JP, Jimenez-Fernandez A, Chicca E, Linares-Barranco A. An Event-Based Digital Time Difference Encoder Model Implementation for Neuromorphic Systems. Ieee Transactions On Neural Networks and Learning Systems. PMID 34495850 DOI: 10.1109/TNNLS.2021.3108047   
2021 Gauthier DJ, Bollt E, Griffith A, Barbosa WAS. Next generation reservoir computing. Nature Communications. 12: 5564. PMID 34548491 DOI: 10.1038/s41467-021-25801-2   
2021 Mohdiwale S, Sahu M, Sinha GR, Nisar H. Investigating Feature Ranking Methods for Sub-Band and Relative Power Features in Motor Imagery Task Classification. Journal of Healthcare Engineering. 2021: 3928470. PMID 34616530 DOI: 10.1155/2021/3928470   
2021 Chen Z, Wang Y, Song Z. Classification of Motor Imagery Electroencephalography Signals Based on Image Processing Method. Sensors (Basel, Switzerland). 21. PMID 34300386 DOI: 10.3390/s21144646   
2021 Du C, Fan W, Ma Y, Jin HI, Zhen Z. The Effect of Synergistic Approaches of Features and Ensemble Learning Algorith on Aboveground Biomass Estimation of Natural Secondary Forests Based on ALS and Landsat 8. Sensors (Basel, Switzerland). 21. PMID 34502867 DOI: 10.3390/s21175974   
2021 Chu JP, Kemere CT. GhostiPy: an efficient signal processing and spectral analysis toolbox for large data. Eneuro. PMID 34556557 DOI: 10.1523/ENEURO.0202-21.2021   
2021 Chen Y, Ren C, Liu H, Gu C. Research on slipping-pattern recognition and positioning error compensation of wheeled robot. The Review of Scientific Instruments. 92: 085107. PMID 34470372 DOI: 10.1063/5.0039823   
2021 Zhang Z, Chen Z. Modeling and Control of Robotic Manipulators Based on Symbolic Regression. Ieee Transactions On Neural Networks and Learning Systems. PMID 34478383 DOI: 10.1109/TNNLS.2021.3106648