Sakyasingha Dasgupta

Bernstein Center for Computational Neuroscience Göttingen, University of Göttingen

Papers

13

Total Citations

297

H-Index

9

About

No biography available yet.

Research Focus

Artificial intelligence13 · 297 citations
Computer science13 · 297 citations
Artificial neural network7 · 167 citations
Psychology5 · 131 citations
Central pattern generator4 · 109 citations
Rhythm4 · 109 citations
Physics3 · 106 citations
Neuroscience4 · 79 citations
Computer vision4 · 66 citations
Control theory (sociology)2 · 64 citations
Chaotic2 · 64 citations
Acoustics2 · 64 citations

Key Achievements

9
H-Index
13
Papers
297
Total Citations
23
Avg Citations/Paper
🏆 Most Cited Paper
Multiple chaotic central pattern generators with learning for legged locomotion and malfunction compensation
52 citations · 2014
📈 Most Prolific Year: 2014 (4 Papers)
🤝 Key Collaborators: 15
🏛 Institutions: Bernstein Center for Computational Neuroscience Göttingen, University of Göttingen

Top Papers

  1. 1
    Multiple chaotic central pattern generators with learning for legged locomotion and malfunction compensation
    52 citations · 2014
  2. 2
    Information dynamics based self-adaptive reservoir for delay temporal memory tasks
    42 citations · 2013
  3. 3
    The Use of Hebbian Cell Assemblies for Nonlinear Computation
    42 citations · 2015
  4. 4
    Transfer Learning from Synthetic to Real Images Using Variational Autoencoders for Precise Position Detection
    38 citations · 2018
  5. 5
    Distributed recurrent neural forward models with synaptic adaptation and CPG-based control for complex behaviors of walking robots
    35 citations · 2015
  6. 6
    Neuromodulatory adaptive combination of correlation-based learning in cerebellum and reward-based learning in basal ganglia for goal-directed behavior control
    31 citations · 2014
  7. 7
    Transfer learning from synthetic to real images using variational autoencoders for robotic applications
    14 citations · 2017
  8. 8
    Multiple chaotic central pattern generators for locomotion generation and leg damage compensation in a hexapod robot
    12 citations · 2012
  9. 9
    Reservoir-based online adaptive forward models with neural control for complex locomotion in a hexapod robot
    10 citations · 2014
  10. 10
    Transfer Learning From Synthetic To Real Images Using Variational Autoencoders For Precise Position Detection
    9 citations · 2018

Key Collaborators

PMPoramate Manoonpong8 shared papersFWFlorentin Wörgötter8 shared papersTITadanobu Inoue3 shared papersGDGiovanni De Magistris3 shared papersGRGuanjiao Ren2 shared papersSCSubhajit Chaudhury2 shared papersCKChristoph Kolodziejski2 shared papersDGDennis Goldschmidt2 shared papersWCWeihai Chen2 shared papersSCSubhajit Choudhury1 shared papersFWFlorentin Wörgötter1 shared papersBZBassel Zeidan1 shared papersTKTomas Kulvičius1 shared papersCTChristian Tetzlaff1 shared papersJMJun Morimoto1 shared papers
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