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Sakyasingha Dasgupta
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Year
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
1552020
Nonlinear dynamic Boltzmann machines for time-series prediction
S Dasgupta, T Osogami
Proceedings of the AAAI conference on artificial intelligence 31 (1), 2017
872017
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
832019
Learning machine based detection of abnormal network performance
JP Vasseur, G Mermoud, S Dasgupta
US Patent 9,628,362, 2017
752017
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
712020
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
632015
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
552018
Information dynamics based self-adaptive reservoir for delay temporal memory tasks
S Dasgupta, F Wörgötter, P Manoonpong
Evolving Systems 4, 235-249, 2013
482013
Scheduling predictive models for machine learning systems
JP Vasseur, S Dasgupta, G Mermoud
US Patent 9,794,145, 2017
442017
Learning mixtures of Gaussians using the k-means algorithm
K Chaudhuri, S Dasgupta, A Vattani
arXiv preprint arXiv:0912.0086, 2009
422009
A neurocomputational model of goal-directed navigation in insect-inspired artificial agents
D Goldschmidt, P Manoonpong, S Dasgupta
Frontiers in Neurorobotics 11, 20, 2017
412017
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
362015
Diameter-based active learning
C Tosh, S Dasgupta
International Conference on Machine Learning, 3444-3452, 2017
342017
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
342014
The use of hebbian cell assemblies for nonlinear computation
C Tetzlaff, S Dasgupta, T Kulvicius, F Wörgötter
Scientific reports 5 (1), 12866, 2015
332015
Internal model from observations for reward shaping
D Kimura, S Chaudhury, R Tachibana, S Dasgupta
arXiv preprint arXiv:1806.01267, 2018
232018
25th annual computational neuroscience meeting: CNS-2016
TO Sharpee, A Destexhe, M Kawato, V Sekulić, FK Skinner, DK Wójcik, ...
BMC neuroscience 17, 1-112, 2016
202016
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
192017
Learning from discriminative feature feedback
S Dasgupta, A Dey, N Roberts, S Sabato
Advances in Neural Information Processing Systems 31, 2018
182018
Cooperative neural network reinforcement learning
S Dasgupta, T Morimura, T Osogami
US Patent App. 15/647,543, 2019
152019
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