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Qian Liu
Qian Liu
Huawei (Switzerland)
Verified email at huawei.com
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Year
Optimizing the energy consumption of spiking neural networks for neuromorphic applications
M Sorbaro, Q Liu, M Bortone, S Sheik
Frontiers in neuroscience 14, 662, 2020
702020
Deep spiking neural network model for time-variant signals classification: a real-time speech recognition approach
JP Dominguez-Morales, Q Liu, R James, D Gutierrez-Galan, ...
2018 International Joint Conference on Neural Networks (IJCNN), 1-8, 2018
622018
Benchmarking spike-based visual recognition: a dataset and evaluation
Q Liu, G Pineda-García, E Stromatias, T Serrano-Gotarredona, SB Furber
Frontiers in neuroscience 10, 496, 2016
392016
Noisy softplus: A biology inspired activation function
Q Liu, S Furber
International Conference on Neural Information Processing, 405-412, 2016
382016
pyDVS: An extensible, real-time dynamic vision sensor emulator using off-the-shelf hardware
GP García, P Camilleri, Q Liu, S Furber
2016 IEEE Symposium Series on Computational Intelligence (SSCI), 1-7, 2016
342016
Live demonstration: face recognition on an ultra-low power event-driven convolutional neural network ASIC
Q Liu, O Richter, C Nielsen, S Sheik, G Indiveri, N Qiao
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2019
222019
Modeling populations of spiking neurons for fine timing sound localization
Q Liu, C Patterson, S Furber, Z Huang, Y Hou, H Zhang
The 2013 International Joint Conference on Neural Networks (IJCNN), 1-8, 2013
62013
Speck: A Smart event-based Vision Sensor with a low latency 327K Neuron Convolutional Neuronal Network Processing Pipeline
O Richter, Y Xing, M De Marchi, C Nielsen, M Katsimpris, R Cattaneo, ...
arXiv preprint arXiv:2304.06793, 2023
52023
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