Sakyasingha Dasgupta

ORCID

Publication Activity (10 Years)

Years Active: 2012-2021
Publications (10 Years): 26

Top Venues

CoRR

IJCNN

Frontiers Neurorobotics

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.

University of Göttingen (PHD)

Education History

University of Göttingen

PHD

Publications

Nikolay Nez, Antonio N. Vilchez, Hamid R. Zohouri, Oleg Khavin, Sakyasingha Dasgupta
Dynamic Neural Accelerator for Reconfigurable & Energy-efficient Neural Network Inference. HCS (2021)
Yuhong Song, Weiwen Jiang, Bingbing Li, Panjie Qi, Qingfeng Zhuge, Edwin Hsing-Mean Sha, Sakyasingha Dasgupta, Yiyu Shi, Caiwen Ding
Dancing along Battery: Enabling Transformer with Run-time Reconfigurability on Mobile Devices. DAC (2021)
Yuhong Song, Weiwen Jiang, Bingbing Li, Panjie Qi, Qingfeng Zhuge, Edwin Hsing-Mean Sha, Sakyasingha Dasgupta, Yiyu Shi, Caiwen Ding
Dancing along Battery: Enabling Transformer with Run-time Reconfigurability on Mobile Devices. CoRR (2021)
Weiwen Jiang, Lei Yang, Sakyasingha Dasgupta, Jingtong Hu, Yiyu Shi
Standing on the Shoulders of Giants: Hardware and Neural Architecture Co-Search with Hot Start. CoRR (2020)
Weiwen Jiang, Lei Yang, Sakyasingha Dasgupta, Jingtong Hu, Yiyu Shi
Standing on the Shoulders of Giants: Hardware and Neural Architecture Co-Search With Hot Start. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 39 (11) (2020)
Weiwen Jiang, Lei Yang, Edwin Hsing-Mean Sha, Qingfeng Zhuge, Shouzhen Gu, Sakyasingha Dasgupta, Yiyu Shi, Jingtong Hu
Hardware/Software Co-Exploration of Neural Architectures. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 39 (12) (2020)
Dan Teng, Sakyasingha Dasgupta
Continual Learning via Online Leverage Score Sampling. CoRR (2019)
Pengqian Yu, Joon Sern Lee, Ilya Kulyatin, Zekun Shi, Sakyasingha Dasgupta
Model-based Deep Reinforcement Learning for Dynamic Portfolio Optimization. CoRR (2019)
Tadanobu Inoue, Subhajit Chaudhury, Giovanni De Magistris, Sakyasingha Dasgupta
Transfer Learning From Synthetic To Real Images Using Variational Autoencoders For Precise Position Detection. CoRR (2018)
Tadanobu Inoue, Subhajit Chaudhury, Giovanni De Magistris, Sakyasingha Dasgupta
Transfer Learning from Synthetic to Real Images Using Variational Autoencoders for Precise Position Detection. ICIP (2018)
Daiki Kimura, Subhajit Chaudhury, Ryuki Tachibana, Sakyasingha Dasgupta
Internal Model from Observations for Reward Shaping. CoRR (2018)
Fernando Camaro Nogue, Andrew Huie, Sakyasingha Dasgupta
Object Detection using Domain Randomization and Generative Adversarial Refinement of Synthetic Images. CoRR (2018)
Rudy Raymond, Takayuki Osogami, Sakyasingha Dasgupta
Dynamic Boltzmann Machines for Second Order Moments and Generalized Gaussian Distributions. CoRR (2017)
Dennis Goldschmidt, Poramate Manoonpong, Sakyasingha Dasgupta
A Neurocomputational Model of Goal-Directed Navigation in Insect-Inspired Artificial Agents. Frontiers Neurorobotics 11 (2017)
Subhajit Chaudhury, Sakyasingha Dasgupta, Asim Munawar, Md. A. Salam Khan, Ryuki Tachibana
Text to image generative model using constrained embedding space mapping. MLSP (2017)
Farhan Shafiq, Takato Yamada, Antonio T. Vilchez, Sakyasingha Dasgupta
Automated flow for compressing convolution neural networks for efficient edge-computation with FPGA. CoRR (2017)
Subhajit Chaudhury, Sakyasingha Dasgupta, Asim Munawar, Md. A. Salam Khan, Ryuki Tachibana
Conditional generation of multi-modal data using constrained embedding space mapping. CoRR (2017)
Tadanobu Inoue, Subhajit Chaudhury, Giovanni De Magistris, Sakyasingha Dasgupta
Transfer learning from synthetic to real images using variational autoencoders for robotic applications. CoRR (2017)
Sakyasingha Dasgupta, Takayuki Osogami
Nonlinear Dynamic Boltzmann Machines for Time-Series Prediction. AAAI (2017)
Takayuki Osogami, Sakyasingha Dasgupta
Learning the values of the hyperparameters of a dynamic Boltzmann machine. IBM J. Res. Dev. 61 (4-5) (2017)
Sakyasingha Dasgupta, Takayuki Yoshizumi, Takayuki Osogami
Regularized dynamic Boltzmann machine with Delay Pruning for unsupervised learning of temporal sequences. ICPR (2016)
Sakyasingha Dasgupta, Takayuki Yoshizumi, Takayuki Osogami
Regularized Dynamic Boltzmann Machine with Delay Pruning for Unsupervised Learning of Temporal Sequences. CoRR (2016)
Dennis Goldschmidt, Sakyasingha Dasgupta, Florentin Wörgötter, Poramate Manoonpong
A neural path integration mechanism for adaptive vector navigation in autonomous agents. IJCNN (2015)
Sakyasingha Dasgupta, Dennis Goldschmidt, Florentin Wörgötter, Poramate Manoonpong
Distributed recurrent neural forward models with synaptic adaptation and CPG-based control for complex behaviors of walking robots. Frontiers Neurorobotics 9 (2015)
Sakyasingha Dasgupta, Dennis Goldschmidt, Florentin Wörgötter, Poramate Manoonpong
Distributed Recurrent Neural Forward Models with Synaptic Adaptation for Complex Behaviors of Walking Robots. CoRR (2015)
Guanjiao Ren, Weihai Chen, Sakyasingha Dasgupta, Christoph Kolodziejski, Florentin Wörgötter, Poramate Manoonpong
Multiple chaotic central pattern generators with learning for legged locomotion and malfunction compensation. Inf. Sci. 294 (2015)
Bassel Zeidan, Sakyasingha Dasgupta, Florentin Wörgötter, Poramate Manoonpong
Adaptive Landmark-Based Navigation System Using Learning Techniques. SAB (2014)
Guanjiao Ren, Weihai Chen, Sakyasingha Dasgupta, Christoph Kolodziejski, Florentin Wörgötter, Poramate Manoonpong
Multiple chaotic central pattern generators with learning for legged locomotion and malfunction compensation. CoRR (2014)
Sakyasingha Dasgupta
Cognitive Aging as Interplay between Hebbian Learning and Criticality. CoRR (2014)
Poramate Manoonpong, Sakyasingha Dasgupta, Dennis Goldschmidt, Florentin Wörgötter
Reservoir-based online adaptive forward models with neural control for complex locomotion in a hexapod robot. IJCNN (2014)
Sakyasingha Dasgupta, Florentin Wörgötter, Jun Morimoto, Poramate Manoonpong
Neural Combinatorial Learning of Goal-Directed Behavior with Reservoir Critic and Reward Modulated Hebbian Plasticity. SMC (2013)
Sakyasingha Dasgupta, Florentin Wörgötter, Poramate Manoonpong
Information dynamics based self-adaptive reservoir for delay temporal memory tasks. Evol. Syst. 4 (4) (2013)
Guanjiao Ren, Weihai Chen, Christoph Kolodziejski, Florentin Wörgötter, Sakyasingha Dasgupta, Poramate Manoonpong
Multiple chaotic central pattern generators for locomotion generation and leg damage compensation in a hexapod robot. IROS (2012)
Sakyasingha Dasgupta, Florentin Wörgötter, Poramate Manoonpong
Information Theoretic Self-organised Adaptation in Reservoirs for Temporal Memory Tasks. EANN (2012)

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Publication Activity (10 Years)

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Sakyasingha Dasgupta