Hazem Toutounji - Related publications

Affiliations: 
Theoretical Neuroscience Central Institute of mental Health, Mannheim, Baden-Württemberg, Germany 
Area:
Recurrent Neural Networks, Plasticity, Reinforcement Learning, Mathematical Neuroscience
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50 most relevant papers in past 60 days:
Year Citation  Score
2020 Wei Q, Zhu L, Song R, Zhang P, Liu D, Xiao J. Model-Free Adaptive Optimal Control for Unknown Nonlinear Multiplayer Nonzero-Sum Game. Ieee Transactions On Neural Networks and Learning Systems. PMID 33108297 DOI: 10.1109/TNNLS.2020.3030127   
2020 Kumar N, Rani M. A new hybrid force/position control approach for time-varying constrained reconfigurable manipulators. Isa Transactions. PMID 33121732 DOI: 10.1016/j.isatra.2020.10.046   
2020 Concepcion L, Napoles G, Grau I, Pedrycz W. Fuzzy-Rough Cognitive Networks: Theoretical Analysis and Simpler Models. Ieee Transactions On Cybernetics. PMID 33027021 DOI: 10.1109/TCYB.2020.3022527   
2020 Feng S, Han M, Zhang J, Qiu T, Ren W. Learning Both Dynamic-Shared and Dynamic-Specific Patterns for Chaotic Time-Series Prediction. Ieee Transactions On Cybernetics. PMID 33119517 DOI: 10.1109/TCYB.2020.3017736   
2020 Fu H, Chen X, Wang W, Wu M. Observer-Based Adaptive Synchronization Control of Unknown Discrete-Time Nonlinear Heterogeneous Systems. Ieee Transactions On Neural Networks and Learning Systems. PMID 33079683 DOI: 10.1109/TNNLS.2020.3028569   
2020 Ouala S, Nguyen D, Drumetz L, Chapron B, Pascual A, Collard F, Gaultier L, Fablet R. Learning latent dynamics for partially observed chaotic systems. Chaos (Woodbury, N.Y.). 30: 103121. PMID 33138452 DOI: 10.1063/5.0019309   
2020 Yang Y, Stathis D, Jordão R, Hemani A, Lansner A. Optimizing BCPNN Learning Rule for Memory Access. Frontiers in Neuroscience. 14: 878. PMID 32982673 DOI: 10.3389/fnins.2020.00878   
2020 Salman S, Payrovnaziri SN, Liu X, Rengifo-Moreno P, He Z. DeepConsensus: Consensus-based Interpretable Deep Neural Networks with Application to Mortality Prediction. Proceedings of ... International Joint Conference On Neural Networks. International Joint Conference On Neural Networks. 2020. PMID 33101768 DOI: 10.1109/ijcnn48605.2020.9206678   
2020 Knittel J, Lalama A, Koch S, Ertl T. Visual Neural Decomposition to Explain Multivariate Data Sets. Ieee Transactions On Visualization and Computer Graphics. PMID 33048724 DOI: 10.1109/TVCG.2020.3030420   
2020 Schubnel B, Carrillo RE, Alet PJ, Hutter A. A Hybrid Learning Method for System Identification and Optimal Control. Ieee Transactions On Neural Networks and Learning Systems. PMID 32870801 DOI: 10.1109/TNNLS.2020.3016906   
2020 Liu L, Zhao W, Liu YJ, Tong S, Wang YY. Adaptive Finite-Time Neural Network Control of Nonlinear Systems With Multiple Objective Constraints and Application to Electromechanical System. Ieee Transactions On Neural Networks and Learning Systems. PMID 33064656 DOI: 10.1109/TNNLS.2020.3027689   
2020 Perrusquia A, Yu W. Discrete-Time H₂ Neural Control Using Reinforcement Learning. Ieee Transactions On Neural Networks and Learning Systems. PMID 33017294 DOI: 10.1109/TNNLS.2020.3026010   
2020 Wang X, Li T, Cheng Y, Chen CLP. Inference-Based Posteriori Parameter Distribution Optimization. Ieee Transactions On Cybernetics. PMID 33027029 DOI: 10.1109/TCYB.2020.3023127   
2020 He Z, Chen P, Li X, Wang Y, Yu G, Chen C, Li X, Zheng Z. A Spatiotemporal Deep Learning Approach for Unsupervised Anomaly Detection in Cloud Systems. Ieee Transactions On Neural Networks and Learning Systems. PMID 33064657 DOI: 10.1109/TNNLS.2020.3027736   
2020 Ai T, Xu B, Xiang C, Fan W, Zhang Y. Modeling of a Novel Coaxial Ducted Fan Aerial Robot Combined with Corner Environment by Using Artificial Neural Network. Sensors (Basel, Switzerland). 20. PMID 33066430 DOI: 10.3390/s20205805   
2020 Zhang J, Lei YK, Yang YI, Gao YQ. Deep learning for variational multiscale molecular modeling. The Journal of Chemical Physics. 153: 174115. PMID 33167648 DOI: 10.1063/5.0026836   
2020 Fu Y, Hong C, Fu J, Chai T. Approximate Optimal Tracking Control of Nondifferentiable Signals for a Class of Continuous-Time Nonlinear Systems. Ieee Transactions On Cybernetics. PMID 33141675 DOI: 10.1109/TCYB.2020.3027344   
2020 Mall S, Chakraverty S. A novel Chebyshev neural network approach for solving singular arbitrary order Lane-Emden equation arising in astrophysics. Network (Bristol, England). 1-24. PMID 33148086 DOI: 10.1080/0954898X.2020.1807636   
2020 Hu L, Guindani M, Fortin NJ, Ombao H. A Hierarchical Bayesian Model for Differential Connectivity in Multi-trial Brain Signals. Econometrics and Statistics. 15: 117-135. PMID 33163735 DOI: 10.1016/j.ecosta.2020.03.009   
2020 Fisher ZF, Chow SM, Molenaar PCM, Fredrickson BL, Pipiras V, Gates KM. A Square-Root Second-Order Extended Kalman Filtering Approach for Estimating Smoothly Time-Varying Parameters. Multivariate Behavioral Research. 1-19. PMID 33025834 DOI: 10.1080/00273171.2020.1815513   
2020 Cao C, Hou SY, Cao N, Zeng B. Supervised learning in Hamiltonian reconstruction from local measurements on eigenstates. Journal of Physics. Condensed Matter : An Institute of Physics Journal. PMID 33105109 DOI: 10.1088/1361-648X/abc4cf   
2020 Chen J, Hua C, Guan X. Iterative Learning Model-Free Control for Networked Systems With Dual-Direction Data Dropouts and Actuator Faults. Ieee Transactions On Neural Networks and Learning Systems. PMID 33048767 DOI: 10.1109/TNNLS.2020.3027651   
2020 Zeng W, Lin C, Lin J, Jiang J, Xia J, Turkay C, Chen W. Revisiting the Modifiable Areal Unit Problem in Deep Traffic Prediction with Visual Analytics. Ieee Transactions On Visualization and Computer Graphics. PMID 33074818 DOI: 10.1109/TVCG.2020.3030410   
2020 Chen L, Peng B, Gan W, Liu Y. Plaintext attack on joint transform correlation encryption system by convolutional neural network. Optics Express. 28: 28154-28163. PMID 32988092 DOI: 10.1364/OE.402958   
2020 Hu J, Song Y, Wang Q, Bai S, Yi Z. Incorporating historical sub-optimal deep neural networks for dose prediction in radiotherapy. Medical Image Analysis. 67: 101886. PMID 33166773 DOI: 10.1016/j.media.2020.101886   
2020 Liu T, Chen S, Liang S, Gan S, Harris CJ. Multi-Output Selective Ensemble Identification of Nonlinear and Nonstationary Industrial Processes. Ieee Transactions On Neural Networks and Learning Systems. PMID 33052869 DOI: 10.1109/TNNLS.2020.3027701   
2020 Natsukawa H, Deyle ER, Pao GM, Koyamada K, Sugihara G. A Visual Analytics Approach for Ecosystem Dynamics based on Empirical Dynamic Modeling. Ieee Transactions On Visualization and Computer Graphics. PMID 33026998 DOI: 10.1109/TVCG.2020.3028956   
2020 Daniels MW, Madhavan A, Talatchian P, Mizrahi A, Stiles MD. Energy-efficient stochastic computing with superparamagnetic tunnel junctions. Physical Review Applied. 13. PMID 33043097   
2020 Wu J, Jin Z, Liu A, Yu L. Vision-based neural predictive tracking control for multi-manipulator systems with parametric uncertainty. Isa Transactions. PMID 33162058 DOI: 10.1016/j.isatra.2020.10.057   
2020 Yousefi A, Amidi Y, Nazari B, Eden UT. Assessing Goodness-of-Fit in Marked Point Process Models of Neural Population Coding via Time and Rate Rescaling. Neural Computation. 1-42. PMID 32946712 DOI: 10.1162/neco_a_01321   
2020 Wang XW, Chen Y, Liu YY. Link Prediction through Deep Generative Model. Iscience. 23: 101626. PMID 33103070 DOI: 10.1016/j.isci.2020.101626   
2020 Maitre J, Bouchard K, Gaboury S. Fall Detection with UWB Radars and CNN-LSTM Architecture. Ieee Journal of Biomedical and Health Informatics. PMID 33017299 DOI: 10.1109/JBHI.2020.3027967   
2020 Xiao J, Zhong S, Wen S. Improved approach to the problem of the global Mittag-Leffler synchronization for fractional-order multidimension-valued BAM neural networks based on new inequalities. Neural Networks : the Official Journal of the International Neural Network Society. 133: 87-100. PMID 33152567 DOI: 10.1016/j.neunet.2020.10.008   
2020 Fortes S, Muñoz P, Serrano I, Barco R. Transform-Based Multiresolution Decomposition for Degradation Detection in Cellular Networks. Sensors (Basel, Switzerland). 20. PMID 33023174 DOI: 10.3390/s20195645   
2020 Medley JK, Teo J, Woo SS, Hellerstein J, Sarpeshkar R, Sauro HM. A compiler for biological networks on silicon chips. Plos Computational Biology. 16: e1008063. PMID 32966274 DOI: 10.1371/journal.pcbi.1008063   
2020 Kamali S, Tabatabaei SM, Arefi MM, Yin S. Prescribed Performance Quantized Tracking Control for a Class of Delayed Switched Nonlinear Systems With Actuator Hysteresis Using a Filter-Connected Switched Hysteretic Quantizer. Ieee Transactions On Neural Networks and Learning Systems. PMID 33074825 DOI: 10.1109/TNNLS.2020.3027492   
2020 Li B, Wang Z, Han QL, Liu H. Distributed Quasiconsensus Control for Stochastic Multiagent Systems Under Round-Robin Protocol and Uniform Quantization. Ieee Transactions On Cybernetics. PMID 33079691 DOI: 10.1109/TCYB.2020.3026001   
2020 Nori VS, Hane CA, Sun Y, Crown WH, Bleicher PA. Deep neural network models for identifying incident dementia using claims and EHR datasets. Plos One. 15: e0236400. PMID 32970677 DOI: 10.1371/journal.pone.0236400   
2020 Fresca S, Manzoni A, Dedè L, Quarteroni A. Deep learning-based reduced order models in cardiac electrophysiology. Plos One. 15: e0239416. PMID 33002014 DOI: 10.1371/journal.pone.0239416   
2020 Boyle A, Ross GB, Graham RB. Machine Learning and Deep Neural Network Architectures for 3D Motion Capture Datasets. Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual International Conference. 2020: 4827-4830. PMID 33019071 DOI: 10.1109/EMBC44109.2020.9176426   
2020 Liu Y, Zhu Q, Wen G. Adaptive Tracking Control for Perturbed Strict-Feedback Nonlinear Systems Based on Optimized Backstepping Technique. Ieee Transactions On Neural Networks and Learning Systems. PMID 33108296 DOI: 10.1109/TNNLS.2020.3029587   
2020 Nunez E, Joshi SH. Deep Learning of Warping Functions for Shape Analysis. Conference On Computer Vision and Pattern Recognition Workshops. Ieee Computer Society Conference On Computer Vision and Pattern Recognition. Workshops. 2020: 3782-3790. PMID 32989409 DOI: 10.1109/cvprw50498.2020.00441   
2020 Tan HH, Lim KH. Two-Phase Switching Optimization Strategy in Deep Neural Networks. Ieee Transactions On Neural Networks and Learning Systems. PMID 33048768 DOI: 10.1109/TNNLS.2020.3027750   
2020 Chen S, Zhang X, Shen X, Huang Y, Wang Y. Estimating Neural Modulation via Adaptive Point Process Method in Brain-machine Interface. Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual International Conference. 2020: 3078-3081. PMID 33018655 DOI: 10.1109/EMBC44109.2020.9175240   
2020 Li K, Li Y. Adaptive Neural Network Finite-Time Dynamic Surface Control for Nonlinear Systems. Ieee Transactions On Neural Networks and Learning Systems. PMID 33048759 DOI: 10.1109/TNNLS.2020.3027335   
2020 Li J, Ding J, Chai T, Lewis FL, Jagannathan S. Adaptive Interleaved Reinforcement Learning: Robust Stability of Affine Nonlinear Systems With Unknown Uncertainty. Ieee Transactions On Neural Networks and Learning Systems. PMID 33112750 DOI: 10.1109/TNNLS.2020.3027653   
2020 Zhao K, Song Y, Meng W, Chen CLP, Chen L. Low-Cost Approximation-Based Adaptive Tracking Control of Output-Constrained Nonlinear Systems. Ieee Transactions On Neural Networks and Learning Systems. PMID 33052865 DOI: 10.1109/TNNLS.2020.3026078   
2020 Auger SD, Jacobs BM, Dobson R, Marshall CR, Noyce AJ. Big data, machine learning and artificial intelligence: a neurologist's guide. Practical Neurology. PMID 32994368 DOI: 10.1136/practneurol-2020-002688   
2020 Min X, Ye C, Liu X, Zeng X. Predicting enhancer-promoter interactions by deep learning and matching heuristic. Briefings in Bioinformatics. PMID 33096548 DOI: 10.1093/bib/bbaa254   
2020 Hassan S, Hemeida AM, Alkhalaf S, Mohamed AA, Senjyu T. Multi-variant differential evolution algorithm for feature selection. Scientific Reports. 10: 17261. PMID 33057120 DOI: 10.1038/s41598-020-74228-0