Sakyasingha Dasgupta
Orcid: 0000-0001-8646-1171
According to our database1,
Sakyasingha Dasgupta
authored at least 30 papers
between 2012 and 2021.
Collaborative distances:
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Bibliography
2021
Dynamic Neural Accelerator for Reconfigurable & Energy-efficient Neural Network Inference.
Proceedings of the IEEE Hot Chips 33 Symposium, 2021
Dancing along Battery: Enabling Transformer with Run-time Reconfigurability on Mobile Devices.
Proceedings of the 58th ACM/IEEE Design Automation Conference, 2021
2020
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2020
Standing on the Shoulders of Giants: Hardware and Neural Architecture Co-Search With Hot Start.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2020
2019
CoRR, 2019
2018
Object Detection using Domain Randomization and Generative Adversarial Refinement of Synthetic Images.
CoRR, 2018
Transfer Learning from Synthetic to Real Images Using Variational Autoencoders for Precise Position Detection.
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018
2017
IBM J. Res. Dev., 2017
A Neurocomputational Model of Goal-Directed Navigation in Insect-Inspired Artificial Agents.
Frontiers Neurorobotics, 2017
Automated flow for compressing convolution neural networks for efficient edge-computation with FPGA.
CoRR, 2017
Dynamic Boltzmann Machines for Second Order Moments and Generalized Gaussian Distributions.
CoRR, 2017
Transfer learning from synthetic to real images using variational autoencoders for robotic applications.
CoRR, 2017
Conditional generation of multi-modal data using constrained embedding space mapping.
CoRR, 2017
Proceedings of the 27th IEEE International Workshop on Machine Learning for Signal Processing, 2017
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017
2016
Regularized dynamic Boltzmann machine with Delay Pruning for unsupervised learning of temporal sequences.
Proceedings of the 23rd International Conference on Pattern Recognition, 2016
2015
Temporal information processing and memory guided behaviors with recurrent neural networks.
PhD thesis, 2015
Multiple chaotic central pattern generators with learning for legged locomotion and malfunction compensation.
Inf. Sci., 2015
Distributed recurrent neural forward models with synaptic adaptation and CPG-based control for complex behaviors of walking robots.
Frontiers Neurorobotics, 2015
Distributed Recurrent Neural Forward Models with Synaptic Adaptation for Complex Behaviors of Walking Robots.
CoRR, 2015
A neural path integration mechanism for adaptive vector navigation in autonomous agents.
Proceedings of the 2015 International Joint Conference on Neural Networks, 2015
2014
Proceedings of the From Animals to Animats 13, 2014
Reservoir-based online adaptive forward models with neural control for complex locomotion in a hexapod robot.
Proceedings of the 2014 International Joint Conference on Neural Networks, 2014
2013
Evol. Syst., 2013
Neural Combinatorial Learning of Goal-Directed Behavior with Reservoir Critic and Reward Modulated Hebbian Plasticity.
Proceedings of the IEEE International Conference on Systems, 2013
2012
Multiple chaotic central pattern generators for locomotion generation and leg damage compensation in a hexapod robot.
Proceedings of the 2012 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2012
Information Theoretic Self-organised Adaptation in Reservoirs for Temporal Memory Tasks.
Proceedings of the Engineering Applications of Neural Networks, 2012