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Anand Subramoney

MS

20172019
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Fingerprint Dive into the research topics where Anand Subramoney is active. These topic labels come from the works of this person. Together they form a unique fingerprint.

  • 6 Similar Profiles
Reinforcement learning Engineering & Materials Science
Plasticity Engineering & Materials Science
Hardware Engineering & Materials Science
Brain Engineering & Materials Science
Neurons Engineering & Materials Science
Recurrent neural networks Engineering & Materials Science
Complex networks Engineering & Materials Science
Liquids Engineering & Materials Science

Network Recent external collaboration on country level. Dive into details by clicking on the dots.

Research Output 2017 2019

  • 5 Article
  • 1 Conference contribution

A solution to the learning dilemma for recurrent networks of spiking neurons

Bellec, G., Scherr, F., Subramoney, A., Hajek, E., Salaj, D., Legenstein, R. & Maass, W., 9 Dec 2019, In : bioRxiv - the Preprint Server for Biology. 2019, 31 p.

Research output: Contribution to journalArticleResearch

Recurrent neural networks
Reinforcement learning
Complex networks
Backpropagation
Neurons

Embodied synaptic plasticity with online reinforcement learning

Kaiser, J., Hoff, M., Konle, A., Tieck, J. C. V., Kappel, D., Reichard, D., Subramoney, A., Legenstein, R., Roennau, A., Maass, W. & Dillmann, R., 3 Oct 2019, In : Frontiers in Neurorobotics. 13, p. 1-11 11 p., 81.

Research output: Contribution to journalArticleResearchpeer-review

Open Access
Reinforcement learning
Plasticity
Brain
Robotics
Random processes

Reservoirs learn to learn

Subramoney, A., Scherr, F. & Maass, W., 16 Sep 2019, In : arXiv.org e-Print archive. p. 1-14 14 p.

Research output: Contribution to journalArticleResearch

File
Liquids
Neurons
Brain
Data storage equipment

Long short-term memory and learning-to-learn in networks of spiking neurons

Bellec, G. E. F., Salaj, D., Subramoney, A., Legenstein, R. & Maass, W., 2018, Advances in Neural Information Processing Systems: NeurIPS.

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Pattern representation and recognition with accelerated analog neuromorphic systems

Petrovici, M. A., Schmitt, S., Klähn, J., Stöckel, D., Schroeder, A., Bellec, G., Bill, J., Breitwieser, O., Bytschok, I., Grübl, A., Güttler, M., Hartel, A., Hartmann, S., Husmann, D., Husmann, K., Jeltsch, S., Karasenko, V., Kleider, M., Koke, C., Kononov, A. & 15 othersMauch, C., Müller, P., Partzsch, J., Pfeil, T., Schiefer, S., Scholze, S., Subramoney, A., Thanasoulis, V., Vogginger, B., Legenstein, R., Maass, W., Schüffny, R., Mayr, C., Schemmel, J. & Meier, K., 17 Mar 2017, In : arXiv.org e-Print archive. preprint arXiv:1703.06043, 4 p.

Research output: Contribution to journalArticleResearchpeer-review

Open Access
File
Hardware
Network components
Neurology
Dynamical systems
Neural networks

Activities 2016 2019

  • 5 Talk at workshop, seminar or course
  • 2 Invited talk
  • 2 Poster presentation
  • 1 Talk at conference or symposium

Symbolic computing with spiking neural networks

Anand Subramoney (Speaker), Ceca Kraisnikovic (Speaker)
26 Jun 2019

Activity: Talk or presentationTalk at workshop, seminar or courseScience to science

Learning to learn motor prediction by networks of spiking neurons

Anand Subramoney (Speaker)
28 Aug 2019

Activity: Talk or presentationTalk at conference or symposiumScience to science

Slow processes of neurons enable a biologically plausible approximation to policy gradient

Wolfgang Maass (Speaker), Anand Subramoney (Speaker), Franz Scherr (Speaker)
13 Dec 2019

Activity: Talk or presentationTalk at workshop, seminar or courseScience to science

Abstract concepts and relational reasoning in the brain as inspiration for neuromorphic computing

Wolfgang Maass (Speaker), Franz Scherr (Speaker), Anand Subramoney (Speaker), Arjun Rao (Speaker)
27 Jun 2019

Activity: Talk or presentationTalk at workshop, seminar or courseScience to science

Reinforcement learning with reward-based e-prop

Anand Subramoney (Speaker)
18 Oct 2019

Activity: Talk or presentationTalk at workshop, seminar or courseScience to science