Sakyasingha Dasgupta
Sakyasingha Dasgupta
Founder at Edgecortix, Inc.
Verified email at edgecortix.com
Title
Cited by
Cited by
Year
Multiple chaotic central pattern generators with learning for legged locomotion and malfunction compensation
G Ren, W Chen, S Dasgupta, C Kolodziejski, F Wörgötter, P Manoonpong
Information Sciences 294, 666–682, 2015
432015
Nonlinear dynamic Boltzmann machines for time-series prediction
S Dasgupta, T Osogami
Thirty-First AAAI Conference on Artificial Intelligence, 2017
422017
Information dynamics based self-adaptive reservoir for delay temporal memory tasks
S Dasgupta, F Wörgötter, P Manoonpong
Evolving Systems 4 (4), 235-249, 2013
422013
Learning mixtures of gaussians using the k-means algorithm
K Chaudhuri, S Dasgupta, A Vattani
arXiv preprint arXiv:0912.0086, 2009
322009
Learning machine based detection of abnormal network performance
JP Vasseur, G Mermoud, S Dasgupta
US Patent 9,628,362, 2017
312017
Neuromodulatory adaptive combination of correlation-based learning in cerebellum and reward-based learning in basal ganglia for goal-directed behavior control
S Dasgupta, F Wörgötter, P Manoonpong
Frontiers in neural circuits 8, 126, 2014
242014
Diameter-based active learning
C Tosh, S Dasgupta
arXiv preprint arXiv:1702.08553, 2017
232017
Distributed Recurrent Neural Forward Models with Synaptic Adaptation and CPG-based control for Complex Behaviors of Walking Robots
S Dasgupta, D Goldschmidt, F Wörgötter, P Manoonpong
Frontiers in Neurorobotics 9 (10), 17, 2015
232015
Transfer learning from synthetic to real images using variational autoencoders for precise position detection
T Inoue, S Choudhury, G De Magistris, S Dasgupta
2018 25th IEEE International Conference on Image Processing (ICIP), 2725-2729, 2018
192018
The use of Hebbian cell assemblies for nonlinear computation
C Tetzlaff, S Dasgupta, T Kulvicius, F Wörgötter
Scientific reports 5, 12866, 2015
182015
A neurocomputational model of goal-directed navigation in insect-inspired artificial agents
D Goldschmidt, P Manoonpong, S Dasgupta
Frontiers in neurorobotics 11, 20, 2017
162017
Hardware/Software co-exploration of neural architectures
W Jiang, L Yang, EHM Sha, Q Zhuge, S Gu, S Dasgupta, Y Shi, J Hu
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, 2020
132020
Scheduling predictive models for machine learning systems
JP Vasseur, S Dasgupta, G Mermoud
US Patent 9,794,145, 2017
132017
Transfer learning from synthetic to real images using variational autoencoders for robotic applications
T Inoue, S Chaudhury, G De Magistris, S Dasgupta
arXiv preprint arXiv:1709.06762, 2017
132017
Model-based deep reinforcement learning for dynamic portfolio optimization
P Yu, JS Lee, I Kulyatin, Z Shi, S Dasgupta
arXiv preprint arXiv:1901.08740, 2019
122019
Multiple chaotic central pattern generators for locomotion generation and leg damage compensation in a hexapod robot
G Ren, W Chen, C Kolodziejski, F Wörgötter, S Dasgupta, P Manoonpong
2012 IEEE/RSJ International Conference on Intelligent Robots and Systems …, 2012
112012
Information theoretic self-organised adaptation in reservoirs for temporal memory tasks
S Dasgupta, F Wörgötter, P Manoonpong
International Conference on Engineering Applications of Neural Networks, 31-40, 2012
102012
Internal model from observations for reward shaping
D Kimura, S Chaudhury, R Tachibana, S Dasgupta
arXiv preprint arXiv:1806.01267, 2018
82018
Learning from discriminative feature feedback
S Dasgupta, A Dey, N Roberts, S Sabato
Advances in Neural Information Processing Systems 31, 3955-3963, 2018
72018
Regularized dynamic Boltzmann machine with delay pruning for unsupervised learning of temporal sequences
S Dasgupta, T Yoshizumi, T Osogami
2016 23rd International Conference on Pattern Recognition (ICPR), 1201-1206, 2016
72016
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