Sakyasingha Dasgupta
Title
Cited by
Cited by
Year
Nonlinear dynamic Boltzmann machines for time-series prediction
S Dasgupta, T Osogami
Proceedings of the AAAI Conference on Artificial Intelligence 31 (1), 2017
502017
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
462015
Information dynamics based self-adaptive reservoir for delay temporal memory tasks
S Dasgupta, F Wörgötter, P Manoonpong
Evolving Systems 4 (4), 235-249, 2013
442013
Learning machine based detection of abnormal network performance
J Vasseur, G Mermoud, S Dasgupta
US Patent 9,628,362, 2017
372017
Learning mixtures of Gaussians using the k-means algorithm
K Chaudhuri, S Dasgupta, A Vattani
arXiv preprint arXiv:0912.0086, 2009
352009
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
262014
Diameter-based active learning
C Tosh, S Dasgupta
International Conference on Machine Learning, 3444-3452, 2017
242017
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
242015
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 …, 2020
222020
The use of Hebbian cell assemblies for nonlinear computation
C Tetzlaff, S Dasgupta, T Kulvicius, F Wörgötter
Scientific reports 5 (1), 1-14, 2015
222015
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
202018
A neurocomputational model of goal-directed navigation in insect-inspired artificial agents
D Goldschmidt, P Manoonpong, S Dasgupta
Frontiers in neurorobotics 11, 20, 2017
192017
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
182019
Scheduling predictive models for machine learning systems
J Vasseur, S Dasgupta, G Mermoud
US Patent 9,794,145, 2017
182017
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
Standing on the shoulders of giants: Hardware and neural architecture co-search with hot start
W Jiang, L Yang, S Dasgupta, J Hu, Y Shi
IEEE Transactions on Computer-Aided Design of Integrated Circuits and …, 2020
122020
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
122012
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
Learning from discriminative feature feedback.
S Dasgupta, A Dey, N Roberts, S Sabato
NeurIPS, 3959-3967, 2018
92018
Neural network cooperation
S Dasgupta
US Patent App. 15/804,197, 2018
82018
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