Shih-Chii Liu
Shih-Chii Liu
Group Leader, University of Zurich / ETH Zurich
Bestätigte E-Mail-Adresse bei
Zitiert von
Zitiert von
Neuromorphic silicon neuron circuits
G Indiveri, B Linares-Barranco, TJ Hamilton, A Van Schaik, ...
Frontiers in neuroscience 5, 2011
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
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
Memory and information processing in neuromorphic systems
G Indiveri, SC Liu
Proceedings of the IEEE 103 (8), 1379-1397, 2015
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
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
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
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
Analog VLSI: Circuits and Principles
SC Liu, J Kramer, G Indiveri, T Delbrück, R Douglas
MIT Press, 2002
Neuromorphic sensory systems
SC Liu, T Delbruck
Current opinion in neurobiology 20 (3), 288-295, 2010
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
Minitaur, an event-driven FPGA-based spiking network accelerator
D Neil, SC Liu
IEEE Transactions on Very Large Scale Integration (VLSI) Systems,, 2014
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
Event-Based Neuromorphic Systems
SC Liu, T Delbruck, G Indiveri, A Whatley, R Douglas
John Wiley & Sons, 2015
Orientation-selective aVLSI spiking neurons
SC Liu, J Kramer, G Indiveri, T Delbruck, R Douglas
Advances in neural information processing systems 2, 1107-1114, 2002
Orientation-selective aVLSI spiking neurons
SC Liu, J Kramer, G Indiveri, T Delbruck, T Burg, R Douglas
Neural Networks 14 (6-7), 629-644, 2001
AER building blocks for multi-layer multi-chip neuromorphic vision systems
R Serrano-Gotarredona, M Oster, P Lichtsteiner, A Linares-Barranco, ...
Advances in neural information processing systems, 1217-1224, 2006
Temporal coding in a silicon network of integrate-and-fire neurons
SC Liu, R Douglas
IEEE Transactions on Neural Networks 15 (5), 1305-1314, 2004
A 240× 180 10mW 12us latency sparse-output vision sensor for mobile applications
R Berner, C Brandli, M Yang, SC Liu, T Delbruck
2013 Symposium on VLSI Circuits, C186-C187, 2013
Computation with spikes in a winner-take-all network
M Oster, R Douglas, SC Liu
Neural computation 21 (9), 2437-2465, 2009
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