Raphaela Kreiser

According to our database, Raphaela Kreiser authored at least 11 papers between 2017 and 2020.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2020

Digital Multiplier-Less Spiking Neural Network Architecture of Reinforcement Learning in a Context-Dependent Task.

Hajar Asgari, Babak Mazloom-Nezhad Maybodi, Raphaela Kreiser, Yulia Sandamirskaya

IEEE J. Emerg. Sel. Topics Circuits Syst., 2020

Visual Pattern Recognition with on On-Chip Learning: Towards a Fully Neuromorphic Approach.

Sandro Baumgartner, Alpha Renner, Raphaela Kreiser, Dongchen Liang, Giacomo Indiveri, Yulia Sandamirskaya

Proceedings of the IEEE International Symposium on Circuits and Systems, 2020

Error estimation and correction in a spiking neural network for map formation in neuromorphic hardware.

Raphaela Kreiser, Gabriel Waibel, Núria Armengol, Alpha Renner, Yulia Sandamirskaya

Proceedings of the 2020 IEEE International Conference on Robotics and Automation, 2020

A Digital Multiplier-less Neuromorphic Model for Learning a Context-Dependent Task.

Hajar Asgari, Babak Mazloom-Nezhad Maybodi, Raphaela Kreiser, Yulia Sandamirskaya

Proceedings of the 2nd IEEE International Conference on Artificial Intelligence Circuits and Systems, 2020

2019

Neural State Machines for Robust Learning and Control of Neuromorphic Agents.

Dongchen Liang, Raphaela Kreiser, Carsten Nielsen, Ning Qiao, Yulia Sandamirskaya, Giacomo Indiveri

IEEE J. Emerg. Sel. Topics Circuits Syst., 2019

Digital Multiplier-less Event-Driven Spiking Neural Network Architecture for Learning a Context-Dependent Task.

Hajar Asgari, Babak Mazloom-Nezhad Maybodi, Raphaela Kreiser, Yulia Sandamirskaya

CoRR, 2019

Adaptive motor control and learning in a spiking neural network realised on a mixed-signal neuromorphic processor.

Sebastian Glatz, Julien N. P. Martel, Raphaela Kreiser, Ning Qiao, Yulia Sandamirskaya

Proceedings of the International Conference on Robotics and Automation, 2019

Robust Learning and Recognition of Visual Patterns in Neuromorphic Electronic Agents.

Dongchen Liang, Raphaela Kreiser, Carsten Nielsen, Ning Qiao, Yulia Sandamirskaya, Giacomo Indiveri

Proceedings of the IEEE International Conference on Artificial Intelligence Circuits and Systems, 2019

2018

A Neuromorphic Approach to Path Integration: A Head-Direction Spiking Neural Network with Vision-driven Reset.

Raphaela Kreiser, Matteo Cartiglia, Julien N. P. Martel, Jörg Conradt, Yulia Sandamirskaya

Proceedings of the IEEE International Symposium on Circuits and Systems, 2018

Pose Estimation and Map Formation with Spiking Neural Networks: towards Neuromorphic SLAM.

Raphaela Kreiser, Alpha Renner, Yulia Sandamirskaya, Panin Pienroj

Proceedings of the 2018 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2018

2017

On-chip unsupervised learning in winner-take-all networks of spiking neurons.

Raphaela Kreiser, Timoleon Moraitis, Yulia Sandamirskaya, Giacomo Indiveri

Proceedings of the IEEE Biomedical Circuits and Systems Conference, 2017