Sakyasingha Dasgupta

35 papers A* 2A 1B 5C 1Journal 22Unranked 3

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