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Sakyasingha Dasgupta, Dr. rer. nat - Publications

Affiliations: 
2011-2015 Bernstein Center for Computational Neuroscience, Göttingen 
 2015- RIKEN Brain Science Institute, Wakō-shi, Saitama-ken, Japan 
Area:
Computational Neuroscience, Neurorobotics, Artificial Intelligence
Website:
https://sites.google.com/site/dsakyasite/
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17 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2017 Goldschmidt D, Manoonpong P, Dasgupta S. A Neurocomputational Model of Goal-Directed Navigation in Insect-Inspired Artificial Agents. Frontiers in Neurorobotics. 11: 20. PMID 28446872 DOI: 10.3389/Fnbot.2017.00020  0.371
2017 Osogami T, Dasgupta S. Learning the values of the hyperparameters of a dynamic Boltzmann machine Ibm Journal of Research and Development. 61: 8:1-8:8. DOI: 10.1147/Jrd.2017.2709186  0.343
2016 Sharpee TO, Destexhe A, Kawato M, Sekulić V, Skinner FK, Wójcik DK, Chintaluri C, Cserpán D, Somogyvári Z, Kim JK, Kilpatrick ZP, Bennett MR, Josić K, Elices I, Arroyo D, ... ... Dasgupta S, et al. 25th Annual Computational Neuroscience Meeting: CNS-2016 Bmc Neuroscience. 17: 54. PMID 27534393 DOI: 10.1186/S12868-016-0283-6  0.617
2015 Dasgupta S, Goldschmidt D, Wörgötter F, Manoonpong P. Distributed recurrent neural forward models with synaptic adaptation and CPG-based control for complex behaviors of walking robots. Frontiers in Neurorobotics. 9: 10. PMID 26441629 DOI: 10.3389/Fnbot.2015.00010  0.547
2015 Tetzlaff C, Dasgupta S, Kulvicius T, Wörgötter F. The Use of Hebbian Cell Assemblies for Nonlinear Computation. Scientific Reports. 5: 12866. PMID 26249242 DOI: 10.1038/Srep12866  0.588
2015 Dasgupta S, Tetzlaff C, Kulvicius T, Wörgötter F. Self-organization of computation in neural systems by interaction between homeostatic and synaptic plasticity Bmc Neuroscience. 16. DOI: 10.1186/1471-2202-16-S1-O5  0.569
2015 Goldschmidt D, Dasgupta S, Wörgötter F, Manoonpong P. A neural path integration mechanism for adaptive vector navigation in autonomous agents Proceedings of the International Joint Conference On Neural Networks. 2015. DOI: 10.1109/IJCNN.2015.7280400  0.458
2015 Tetzlaff C, Dasgupta S, Kulvicius T, Wörgötter F. The Use of Hebbian Cell Assemblies for Nonlinear Computation Scientific Reports. 5. DOI: 10.1038/srep12866  0.471
2015 Ren G, Chen W, Dasgupta S, Kolodziejski C, Wörgötter F, Manoonpong P. Multiple chaotic central pattern generators with learning for legged locomotion and malfunction compensation Information Sciences. 294: 666-682. DOI: 10.1016/J.Ins.2014.05.001  0.556
2014 Dasgupta S, Wörgötter F, Manoonpong P. Neuromodulatory adaptive combination of correlation-based learning in cerebellum and reward-based learning in basal ganglia for goal-directed behavior control. Frontiers in Neural Circuits. 8: 126. PMID 25389391 DOI: 10.3389/Fncir.2014.00126  0.553
2014 Dasgupta S, Manoonpong P, Wörgötter F. Reservoir of neurons with adaptive time constants: a hybrid model for robust motor-sensory temporal processing Bmc Neuroscience. 15. DOI: 10.1186/1471-2202-15-S1-P9  0.567
2014 Tetzlaff C, Dasgupta S, Wörgötter F. The association between cell assemblies and transient dynamics Bmc Neuroscience. 15. DOI: 10.1186/1471-2202-15-S1-P10  0.571
2014 Zeidan B, Dasgupta S, Wörgötter F, Manoonpong P. Adaptive landmark-based navigation system using learning techniques Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 8575: 121-131. DOI: 10.1007/978-3-319-08864-8_12  0.464
2013 Dasgupta S, Wörgötter F, Morimoto J, Manoonpong P. Neural combinatorial learning of goal-directed behavior with reservoir critic and reward modulated hebbian plasticity Proceedings - 2013 Ieee International Conference On Systems, Man, and Cybernetics, Smc 2013. 993-1000. DOI: 10.1109/SMC.2013.174  0.496
2013 Dasgupta S, Wörgötter F, Manoonpong P. Information dynamics based self-adaptive reservoir for delay temporal memory tasks Evolving Systems. 4: 235-249. DOI: 10.1007/S12530-013-9080-Y  0.558
2012 Ren G, Chen W, Kolodziejski C, Wörgötter F, Dasgupta S, Manoonpong P. Multiple chaotic central pattern generators for locomotion generation and leg damage compensation in a hexapod robot Ieee International Conference On Intelligent Robots and Systems. 2756-2761. DOI: 10.1109/IROS.2012.6385573  0.454
2012 Dasgupta S, Wörgötter F, Manoonpong P. Information Theoretic Self-organised Adaptation in Reservoirs for Temporal Memory Tasks Communications in Computer and Information Science. 311: 31-40. DOI: 10.1007/978-3-642-32909-8_4  0.45
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