Mahmoud Akl

Technical University of Munich

Papers

5

Total Citations

112

H-Index

5

About

No biography available yet.

Research Focus

Computer science5 · 112 citations
Artificial intelligence4 · 107 citations
Spiking neural network3 · 101 citations
Machine learning3 · 101 citations
Reinforcement learning3 · 101 citations
Artificial neural network3 · 101 citations
Robot3 · 97 citations
Neuromorphic engineering2 · 88 citations
Engineering2 · 84 citations
Robustness (evolution)1 · 78 citations
Efficient energy use1 · 78 citations
Mobile robot1 · 78 citations

Key Achievements

5
H-Index
5
Papers
112
Total Citations
22
Avg Citations/Paper
🏆 Most Cited Paper
End to End Learning of Spiking Neural Network Based on R-STDP for a Lane Keeping Vehicle
78 citations · 2018
📈 Most Prolific Year: 2017 (2 Papers)
🤝 Key Collaborators: 34
🏛 Institutions: Technical University of Munich

Top Papers

  1. 1
    End to End Learning of Spiking Neural Network Based on R-STDP for a Lane Keeping Vehicle
    78 citations · 2018
  2. 2
    Learning target reaching motions with a robotic arm using brain-inspired dopamine modulated STDP
    13 citations · 2019
  3. 3
    Fine-tuning Deep Reinforcement Learning Policies with r-STDP for Domain Adaptation
    10 citations · 2022
  4. 4
    Neurorobotics
    6 citations · 2017
  5. 5
    HBP Neurorobotics Platform
    5 citations · 2017

Key Collaborators

AKAlois Knoll3 shared papersFRFlorian Röhrbein2 shared papersLGLuc Guyot1 shared papersCSClaudio Sousa1 shared papersPBPascal Becker1 shared papersJCJ. Camilo Vasquez Tieck1 shared papersYSYulia Sandamirskaya1 shared papersDRDaniel Reichard1 shared papersIPIgor Peric1 shared papersJKJacques Kaiser1 shared papersKHKai Huang1 shared papersSWSandro Weber1 shared papersGCGuang Chen1 shared papersKCKepa Cantero1 shared papersUAUgo Albanese1 shared papersMWMichael Welter1 shared papersBFBenedikt Feldotto1 shared papersFAFabian Aichele1 shared papersFWFlorian Walter1 shared papersKSKenny Sharma1 shared papers
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