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Shih-Chii Liu
Shih-Chii Liu
Institute of Neuroinformatics, University of Zurich & ETH Zurich
Verificeret mail på ini.phys.ethz.ch
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Neuromorphic silicon neuron circuits
G Indiveri, B Linares-Barranco, TJ Hamilton, A Van Schaik, ...
Frontiers in neuroscience 5, 2011
16952011
Fast-classifying, high-accuracy spiking deep networks through weight and threshold balancing
P Diehl, D Neil, J Binas, M Cook, SC Liu, M Pfeiffer
IEEE International Joint Conference on Neural Networks (IJCNN), 2015
12502015
A 240× 180 130 dB 3 µs Latency Global Shutter Spatiotemporal Vision Sensor
C Brandli, R Berner, M Yang, SC Liu, T Delbruck
IEEE Journal of Solid-State Circuits, 2014
12382014
Conversion of continuous-valued deep networks to efficient event-driven networks for image classification
B Rückauer, IA Lungu, Y Hu, M Pfeiffer, SC Liu
Front. Neurosci. 11: 682. doi: 10.3389/fnins, 2017
11592017
Memory and information processing in neuromorphic systems
G Indiveri, SC Liu
Proceedings of the IEEE 103 (8), 1379-1397, 2015
9392015
Phased LSTM: Accelerating recurrent network training for long or event-based sequences
D Neil, M Pfeiffer, SC Liu
Advances In Neural Information Processing Systems, 3882-3890, 2016
5902016
Real-time classification and sensor fusion with a spiking deep belief network
P O'Connor, D Neil, SC Liu, T Delbruck, M Pfeiffer
Frontiers in neuroscience 7, 2013
5472013
2022 roadmap on neuromorphic computing and engineering
DV Christensen, R Dittmann, B Linares-Barranco, A Sebastian, ...
Neuromorphic Computing and Engineering 2 (2), 022501, 2022
5152022
Neuromorphic sensory systems
SC Liu, T Delbruck
Current opinion in neurobiology 20 (3), 288-295, 2010
4292010
CAVIAR: A 45k neuron, 5M synapse, 12G connects/s AER hardware sensory–processing–learning–actuating system for high-speed visual object recognition and tracking
R Serrano-Gotarredona, M Oster, P Lichtsteiner, A Linares-Barranco, ...
IEEE Transactions on Neural Networks 20 (9), 1417-1438, 2009
3942009
Analog VLSI: Circuits and Principles
SC Liu, J Kramer, G Indiveri, T Delbrück, R Douglas
MIT Press, 2002
3652002
v2e: From video frames to realistic DVS events
Y Hu, SC Liu, T Delbruck
2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition …, 2021
3542021
Nullhop: A flexible convolutional neural network accelerator based on sparse representations of feature maps
A Aimar, H Mostafa, E Calabrese, A Rios-Navarro, R Tapiador-Morales, ...
IEEE transactions on neural networks and learning systems 30 (3), 644 - 656, 2019
3402019
AER EAR: A matched silicon cochlea pair with address event representation interface
V Chan, SC Liu, A van Schaik
IEEE Transactions on Circuits and Systems I: Regular Papers 54 (1), 48-59, 2007
3172007
Minitaur, an event-driven FPGA-based spiking network accelerator
D Neil, SC Liu
IEEE Transactions on Very Large Scale Integration (VLSI) Systems,, 2014
2902014
Event-Based Neuromorphic Systems
SC Liu, T Delbruck, G Indiveri, A Whatley, R Douglas
John Wiley & Sons, 2015
2672015
Conversion of analog to spiking neural networks using sparse temporal coding
B Rueckauer, SC Liu
2018 IEEE Int. Symp. Circuits and Systems (ISCAS), 1-5, 2018
246*2018
DDD17: End-to-end DAVIS driving dataset
J Binas, D Neil, SC Liu, T Delbruck
arXiv preprint arXiv:1711.01458, 2017
2422017
Conversion of analog to spiking neural networks using sparse temporal coding
B Rueckauer, SC Liu
2018 IEEE International Symposium on Circuits and Systems (ISCAS), 1-5, 2018
2322018
DeltaRNN: A power-efficient recurrent neural network accelerator
C Gao, D Neil, E Ceolini, SC Liu, T Delbruck
Proceedings of the 2018 ACM/SIGDA International Symposium on Field …, 2018
1912018
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Artikler 1–20