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2020 – today
- 2020
[j2]Hajar Asgari
, Babak Mazloom-Nezhad Maybodi, Raphaela Kreiser, Yulia Sandamirskaya:
Digital Multiplier-Less Spiking Neural Network Architecture of Reinforcement Learning in a Context-Dependent Task. IEEE J. Emerg. Sel. Topics Circuits Syst. 10(4): 498-511 (2020)- [c8]Hajar Asgari, Babak Mazloom-Nezhad Maybodi, Raphaela Kreiser, Yulia Sandamirskaya:
A Digital Multiplier-less Neuromorphic Model for Learning a Context-Dependent Task. AICAS 2020: 123-127 - [c7]Raphaela Kreiser, Gabriel Waibel, Núria Armengol, Alpha Renner, Yulia Sandamirskaya:
Error estimation and correction in a spiking neural network for map formation in neuromorphic hardware. ICRA 2020: 6134-6140 - [c6]Sandro Baumgartner, Alpha Renner, Raphaela Kreiser, Dongchen Liang, Giacomo Indiveri, Yulia Sandamirskaya:
Visual Pattern Recognition with on On-Chip Learning: Towards a Fully Neuromorphic Approach. ISCAS 2020: 1-5 - [i3]Sandro Baumgartner, Alpha Renner, Raphaela Kreiser, Dongchen Liang, Giacomo Indiveri, Yulia Sandamirskaya:
Visual Pattern Recognition with on On-chip Learning: towards a Fully Neuromorphic Approach. CoRR abs/2008.03470 (2020)
2010 – 2019
- 2019
- [j1]Dongchen Liang, Raphaela Kreiser, Carsten Nielsen, Ning Qiao, Yulia Sandamirskaya, Giacomo Indiveri:
Neural State Machines for Robust Learning and Control of Neuromorphic Agents. IEEE J. Emerg. Sel. Topics Circuits Syst. 9(4): 679-689 (2019) - [c5]Dongchen Liang, Raphaela Kreiser, Carsten Nielsen, Ning Qiao, Yulia Sandamirskaya, Giacomo Indiveri:
Robust Learning and Recognition of Visual Patterns in Neuromorphic Electronic Agents. AICAS 2019: 71-75 - [c4]Sebastian Glatz, Julien N. P. Martel, Raphaela Kreiser, Ning Qiao, Yulia Sandamirskaya:
Adaptive motor control and learning in a spiking neural network realised on a mixed-signal neuromorphic processor. ICRA 2019: 9631-9637 - [i2]Hajar Asgari, Babak Mazloom-Nezhad Maybodi, Raphaela Kreiser, Yulia Sandamirskaya:
Digital Multiplier-less Event-Driven Spiking Neural Network Architecture for Learning a Context-Dependent Task. CoRR abs/1906.09835 (2019) - 2018
- [c3]Raphaela Kreiser, Alpha Renner, Yulia Sandamirskaya, Panin Pienroj:
Pose Estimation and Map Formation with Spiking Neural Networks: towards Neuromorphic SLAM. IROS 2018: 2159-2166 - [c2]Raphaela Kreiser, Matteo Cartiglia, Julien N. P. Martel, Jörg Conradt, Yulia Sandamirskaya:
A Neuromorphic Approach to Path Integration: A Head-Direction Spiking Neural Network with Vision-driven Reset. ISCAS 2018: 1-5 - [i1]Sebastian Glatz, Julien N. P. Martel, Raphaela Kreiser, Ning Qiao, Yulia Sandamirskaya:
Adaptive motor control and learning in a spiking neural network realised on a mixed-signal neuromorphic processor. CoRR abs/1810.10801 (2018) - 2017
- [c1]Raphaela Kreiser, Timoleon Moraitis, Yulia Sandamirskaya, Giacomo Indiveri:
On-chip unsupervised learning in winner-take-all networks of spiking neurons. BioCAS 2017: 1-4
Coauthor Index
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