Information dynamics based self-adaptive reservoir for delay temporal memory tasks
Dasgupta, Sakyasingha, Wörgötter, Florentin, Manoonpong, Poramate
Published in Evolving systems (01.12.2013)
Published in Evolving systems (01.12.2013)
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Journal Article
Standing on the Shoulders of Giants: Hardware and Neural Architecture Co-Search With Hot Start
Jiang, Weiwen, Yang, Lei, Dasgupta, Sakyasingha, Hu, Jingtong, Shi, Yiyu
Published in IEEE transactions on computer-aided design of integrated circuits and systems (01.11.2020)
Published in IEEE transactions on computer-aided design of integrated circuits and systems (01.11.2020)
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Journal Article
Hardware/Software Co-Exploration of Neural Architectures
Jiang, Weiwen, Yang, Lei, Sha, Edwin Hsing-Mean, Zhuge, Qingfeng, Gu, Shouzhen, Dasgupta, Sakyasingha, Shi, Yiyu, Hu, Jingtong
Published in IEEE transactions on computer-aided design of integrated circuits and systems (01.12.2020)
Published in IEEE transactions on computer-aided design of integrated circuits and systems (01.12.2020)
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Journal Article
The Use of Hebbian Cell Assemblies for Nonlinear Computation
Tetzlaff, Christian, Dasgupta, Sakyasingha, Kulvicius, Tomas, Wörgötter, Florentin
Published in Scientific reports (07.08.2015)
Published in Scientific reports (07.08.2015)
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Journal Article
A Neurocomputational Model of Goal-Directed Navigation in Insect-Inspired Artificial Agents
Goldschmidt, Dennis, Manoonpong, Poramate, Dasgupta, Sakyasingha
Published in Frontiers in neurorobotics (12.04.2017)
Published in Frontiers in neurorobotics (12.04.2017)
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Journal Article
Multiple chaotic central pattern generators with learning for legged locomotion and malfunction compensation
Ren, Guanjiao, Chen, Weihai, Dasgupta, Sakyasingha, Kolodziejski, Christoph, Wörgötter, Florentin, Manoonpong, Poramate
Published in Information sciences (10.02.2015)
Published in Information sciences (10.02.2015)
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Journal Article
Transfer Learning from Synthetic to Real Images Using Variational Autoencoders for Precise Position Detection
Inoue, Tadanobu, Choudhury, Subhajit, De Magistris, Giovanni, Dasgupta, Sakyasingha
Published in 2018 25th IEEE International Conference on Image Processing (ICIP) (01.10.2018)
Published in 2018 25th IEEE International Conference on Image Processing (ICIP) (01.10.2018)
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Conference Proceeding
Dancing along Battery: Enabling Transformer with Run-time Reconfigurability on Mobile Devices
Song, Yuhong, Jiang, Weiwen, Li, Bingbing, Qi, Panjie, Zhuge, Qingfeng, Sha, Edwin Hsing-Mean, Dasgupta, Sakyasingha, Shi, Yiyu, Ding, Caiwen
Published in 2021 58th ACM/IEEE Design Automation Conference (DAC) (05.12.2021)
Published in 2021 58th ACM/IEEE Design Automation Conference (DAC) (05.12.2021)
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Conference Proceeding
The association between cell assemblies and transient dynamics
Tetzlaff, Christian, Dasgupta, Sakyasingha, Wörgötter, Florentin
Published in BMC neuroscience (21.07.2014)
Published in BMC neuroscience (21.07.2014)
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Journal Article
Distributed recurrent neural forward models with synaptic adaptation and CPG-based control for complex behaviors of walking robots
Dasgupta, Sakyasingha, Goldschmidt, Dennis, Wörgötter, Florentin, Manoonpong, Poramate
Published in Frontiers in neurorobotics (25.09.2015)
Published in Frontiers in neurorobotics (25.09.2015)
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Journal Article
Neuromodulatory adaptive combination of correlation-based learning in cerebellum and reward-based learning in basal ganglia for goal-directed behavior control
Dasgupta, Sakyasingha, Wörgötter, Florentin, Manoonpong, Poramate
Published in Frontiers in neural circuits (28.10.2014)
Published in Frontiers in neural circuits (28.10.2014)
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Journal Article
Neural Combinatorial Learning of Goal-Directed Behavior with Reservoir Critic and Reward Modulated Hebbian Plasticity
Dasgupta, Sakyasingha, Worgotter, Florentin, Morimoto, Jun, Manoonpong, Poramate
Published in 2013 IEEE International Conference on Systems, Man, and Cybernetics (01.10.2013)
Published in 2013 IEEE International Conference on Systems, Man, and Cybernetics (01.10.2013)
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Conference Proceeding