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Yexin Yan
Yexin Yan
Verified email at tu-dresden.de
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The SpiNNaker 2 processing element architecture for hybrid digital neuromorphic computing
S Höppner, Y Yan, A Dixius, S Scholze, J Partzsch, M Stolba, F Kelber, ...
arXiv preprint arXiv:2103.08392, 2021
812021
Comparing Loihi with a SpiNNaker 2 prototype on low-latency keyword spotting and adaptive robotic control
Y Yan, TC Stewart, X Choo, B Vogginger, J Partzsch, S Höppner, F Kelber, ...
Neuromorphic Computing and Engineering 1 (1), 014002, 2021
51*2021
Efficient reward-based structural plasticity on a SpiNNaker 2 prototype
Y Yan, D Kappel, F Neumärker, J Partzsch, B Vogginger, S Höppner, ...
IEEE transactions on biomedical circuits and systems 13 (3), 579-591, 2019
482019
Dynamic voltage and frequency scaling for neuromorphic many-core systems
S Höppner, Y Yan, B Vogginger, A Dixius, J Partzsch, F Neumärker, ...
2017 IEEE International Symposium on Circuits and Systems (ISCAS), 1-4, 2017
302017
Dynamic power management for neuromorphic many-core systems
S Höppner, B Vogginger, Y Yan, A Dixius, S Scholze, J Partzsch, ...
IEEE Transactions on Circuits and Systems I: Regular Papers 66 (8), 2973-2986, 2019
262019
E-prop on SpiNNaker 2: Exploring online learning in spiking RNNs on neuromorphic hardware
A Rostami, B Vogginger, Y Yan, CG Mayr
Frontiers in Neuroscience 16, 1018006, 2022
222022
SpiNNaker2: A large-scale neuromorphic system for event-based and asynchronous machine learning
HA Gonzalez, J Huang, F Kelber, KK Nazeer, T Langer, C Liu, ...
arXiv preprint arXiv:2401.04491, 2024
92024
Event-based neural network for ECG classification with delta encoding and early stopping
M Jobst, C Liu, J Partzsch, Y Yan, D Kappel, HA Gonzalez, Y Ji, ...
2020 6th International Conference on Event-Based Control, Communication, and …, 2020
82020
Resilient and efficient communication in many-core systems using network coding
S Moriam, Y Yan, E Fischer, E Franz, GP Fettweis
2015 IEEE 34th International Performance Computing and Communications …, 2015
72015
Multicore processor and method for dynamically adjusting a supply voltage and a clock speed
S Höppner, B Vogginer, Y Yan, C Mayr
US Patent 11,163,352, 2021
42021
Implementation of bioinspired algorithms on the neuromorphic VLSI system SpiNNaker 2
Y Yan
Dissertation, Dresden, Technische Universität Dresden, 2022, 2022
12022
2020 6th International Conference on Event-Based Control, Communication and Signal Processing (EBCCSP 2020)
B Gaujal, A Girault, AB Torrico, A Hamilton, A Chaves, A Tarczynski, ...
2020
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