Training Spiking Neural Networks for Reinforcement Learning Tasks With Temporal Coding Method
Wu, Guanlin, Liang, Dongchen, Luan, Shaotong, Wang, Ji
Published in Frontiers in neuroscience (17.08.2022)
Published in Frontiers in neuroscience (17.08.2022)
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Journal Article
Neural State Machines for Robust Learning and Control of Neuromorphic Agents
Liang, Dongchen, Kreiser, Raphaela, Nielsen, Carsten, Qiao, Ning, Sandamirskaya, Yulia, Indiveri, Giacomo
Published in IEEE journal on emerging and selected topics in circuits and systems (01.12.2019)
Published in IEEE journal on emerging and selected topics in circuits and systems (01.12.2019)
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Journal Article
Visual Pattern Recognition with on On-Chip Learning: Towards a Fully Neuromorphic Approach
Baumgartner, Sandro, Renner, Alpha, Kreiser, Raphaela, Liang, Dongchen, Indiveri, Giacomo, Sandamirskaya, Yulia
Published in 2020 IEEE International Symposium on Circuits and Systems (ISCAS) (01.10.2020)
Published in 2020 IEEE International Symposium on Circuits and Systems (ISCAS) (01.10.2020)
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Conference Proceeding
Robust state-dependent computation in neuromorphic electronic systems
Liang, Dongchen, Indiveri, Giacomo
Published in 2017 IEEE Biomedical Circuits and Systems Conference (BioCAS) (01.10.2017)
Published in 2017 IEEE Biomedical Circuits and Systems Conference (BioCAS) (01.10.2017)
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Conference Proceeding
Visual Pattern Recognition with on On-chip Learning: towards a Fully Neuromorphic Approach
Baumgartner, Sandro, Renner, Alpha, Kreiser, Raphaela, Liang, Dongchen, Indiveri, Giacomo, Sandamirskaya, Yulia
Published in arXiv.org (08.08.2020)
Published in arXiv.org (08.08.2020)
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Paper
Journal Article
Robust Learning and Recognition of Visual Patterns in Neuromorphic Electronic Agents
Liang, Dongchen, Kreiser, Raphaela, Nielsen, Carsten, Qiao, Ning, Sandamirskaya, Yulia, Indiveri, Giacomo
Published in 2019 IEEE International Conference on Artificial Intelligence Circuits and Systems (AICAS) (01.03.2019)
Published in 2019 IEEE International Conference on Artificial Intelligence Circuits and Systems (AICAS) (01.03.2019)
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Conference Proceeding
Pulse neural network input signal coding method based on normal distribution
LUAN SHAOTONG, LIANG DONGCHEN, YAN YAN, CAO JIANG, PING YANG, MA NING, WU GUANLIN
Year of Publication 14.01.2022
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Year of Publication 14.01.2022
Patent
Pulse neural network training method based on membrane potential self-increasing mechanism
LUAN SHAOTONG, LIANG DONGCHEN, YAN YAN, CAO JIANG, PING YANG, MA NING, WU GUANLIN
Year of Publication 14.12.2021
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Year of Publication 14.12.2021
Patent