| Neuromorphic silicon neuron circuits G Indiveri, B Linares-Barranco, TJ Hamilton, A Van Schaik, ... Frontiers in neuroscience 5, 2011 | 949 | 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 | 457 | 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 | 406 | 2014 |
| Memory and information processing in neuromorphic systems G Indiveri, SC Liu Proceedings of the IEEE 103 (8), 1379-1397, 2015 | 401 | 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 | 365 | 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 | 338 | 2009 |
| Analog VLSI: Circuits and Principles SC Liu, J Kramer, G Indiveri, T Delbrück, R Douglas MIT Press, 2002 | 305 | 2002 |
| Neuromorphic sensory systems SC Liu, T Delbruck Current opinion in neurobiology 20 (3), 288-295, 2010 | 260 | 2010 |
| 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 | 242 | 2016 |
| 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 | 239 | 2007 |
| 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 | 213 | 2017 |
| 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 | 143 | 2001 |
| Minitaur, an event-driven FPGA-based spiking network accelerator D Neil, SC Liu IEEE Transactions on Very Large Scale Integration (VLSI) Systems,, 2014 | 132 | 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, 1-13, 2018 | 115 | 2018 |
| Event-Based Neuromorphic Systems SC Liu, T Delbruck, G Indiveri, A Whatley, R Douglas John Wiley & Sons, 2015 | 113 | 2015 |
| 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 | 112 | 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 | 98 | 2004 |
| Computation with spikes in a winner-take-all network M Oster, R Douglas, SC Liu Neural computation 21 (9), 2437-2465, 2009 | 95 | 2009 |
| A neuromorphic aVLSI model of global motion processing in the fly SC Liu IEEE Transactions on Circuits and Systems II: Analog and Digital Signal …, 2000 | 95 | 2000 |
| Robustness of spiking Deep Belief Networks to noise and reduced bit precision of neuro-inspired hardware platforms E Stromatias, D Neil, M Pfeiffer, F Galluppi, SB Furber, SC Liu Frontiers in Neuroscience 9, 222, 2015 | 84 | 2015 |
Tobi DelbruckProfessor of Physics and Electrical Engineering, ETH ZurichVerified email at ethz.ch
