Raphaela Kreiser

Publication Activity (10 Years)

Years Active: 2017-2020
Publications (10 Years): 13

Top Topics

Biologically Plausible

Error Estimation

Unsupervised Learning

Top Venues

IEEE J. Emerg. Sel. Topics Circuits Syst.

Publications

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 (2020)
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) (2020)
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)
Hajar Asgari, Babak Mazloom-Nezhad Maybodi, Raphaela Kreiser, Yulia Sandamirskaya
A Digital Multiplier-less Neuromorphic Model for Learning a Context-Dependent Task. AICAS (2020)
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)
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 (2019)
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) (2019)
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)
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)
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 (2018)
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)
Raphaela Kreiser, Alpha Renner, Yulia Sandamirskaya, Panin Pienroj
Pose Estimation and Map Formation with Spiking Neural Networks: towards Neuromorphic SLAM. IROS (2018)
Raphaela Kreiser, Timoleon Moraitis, Yulia Sandamirskaya, Giacomo Indiveri
On-chip unsupervised learning in winner-take-all networks of spiking neurons. BioCAS (2017)