| Event-driven contrastive divergence for spiking neuromorphic systems E Neftci, S Das, B Pedroni, K Kreutz-Delgado, G Cauwenberghs Frontiers in neuroscience 7, 272, 2014 | 145 | 2014 |
| Stochastic synapses enable efficient brain-inspired learning machines EO Neftci, BU Pedroni, S Joshi, M Al-Shedivat, G Cauwenberghs Frontiers in neuroscience 10, 241, 2016 | 59 | 2016 |
| Conversion of artificial recurrent neural networks to spiking neural networks for low-power neuromorphic hardware PU Diehl, G Zarrella, A Cassidy, BU Pedroni, E Neftci 2016 IEEE International Conference on Rebooting Computing (ICRC), 1-8, 2016 | 56 | 2016 |
| TrueHappiness: Neuromorphic emotion recognition on TrueNorth PU Diehl, BU Pedroni, A Cassidy, P Merolla, E Neftci, G Zarrella Neural Networks (IJCNN), 2016 International Joint Conference on, 4278-4285, 2016 | 32 | 2016 |
| Output stage based high-resolution min/max and rank-order filters VA Pedroni, BU Pedroni IEEE Transactions on Circuits and Systems II: Express Briefs 52 (1), 28-32, 2005 | 18 | 2005 |
| Mapping Generative Models onto a Network of Digital Spiking Neurons BU Pedroni, S Das, JV Arthur, PA Merolla, BL Jackson, DS Modha, ... IEEE Transactions on Biomedical Circuits and Systems, 2016 | 16 | 2016 |
| Gibbs sampling with low-power spiking digital neurons S Das, BU Pedroni, P Merolla, J Arthur, AS Cassidy, BL Jackson, ... 2015 IEEE International Symposium on Circuits and Systems (ISCAS), 2704-2707, 2015 | 16 | 2015 |
| Neural and synaptic array transceiver: A brain-inspired computing framework for embedded learning G Detorakis, S Sheik, C Augustine, S Paul, BU Pedroni, N Dutt, ... Frontiers in neuroscience 12, 583, 2018 | 12 | 2018 |
| Unsupervised learning in synaptic sampling machines EO Neftci, BU Pedroni, S Joshi, M Al-Shedivat, G Cauwenberghs arXiv preprint arXiv:1511.04484, 2015 | 12 | 2015 |
| Fast classification using sparsely active spiking networks H Mostafa, BU Pedroni, S Sheik, G Cauwenberghs 2017 IEEE International Symposium on Circuits and Systems (ISCAS), 1-4, 2017 | 11 | 2017 |
| Forward table-based presynaptic event-triggered spike-timing-dependent plasticity BU Pedroni, S Sheik, S Joshi, G Detorakis, S Paul, C Augustine, E Neftci, ... 2016 IEEE Biomedical Circuits and Systems Conference (BioCAS), 580-583, 2016 | 11 | 2016 |
| Hardware implementation of a Viterbi decoder using the minimal trellis BU Pedroni, VA Pedroni, RD Souza 2010 4th International Symposium on Communications, Control and Signal …, 2010 | 11 | 2010 |
| Neuromorphic adaptations of Restricted Boltzmann Machines and Deep Belief Networks BU Pedroni, S Das, E Neftci, K Kreutz-Delgado, G Cauwenberghs Neural Networks (IJCNN), The 2013 International Joint Conference on, 1-6, 2013 | 10 | 2013 |
| Hardware-efficient on-line learning through pipelined truncated-error backpropagation in binary-state networks H Mostafa, B Pedroni, S Sheik, G Cauwenberghs Frontiers in neuroscience 11, 496, 2017 | 6 | 2017 |
| Event-driven contrastive divergence: neural sampling foundations E Neftci, S Das, B Pedroni, K Kreutz-Delgado, G Cauwenberghs Frontiers in neuroscience 9, 104, 2015 | 6 | 2015 |
| Restricted boltzmann machines and continuous-time contrastive divergence in spiking neuromorphic systems E Neftci, S Das, B Pedroni, K Kreutz-Delgado, G Cauwenberghs May, 2013 | 5 | 2013 |
| Neuromorphic event-driven multi-scale synaptic connectivity and plasticity S Joshi, BU Pedroni, G Cauwenberghs 2017 51st Asilomar Conference on Signals, Systems, and Computers, 1-5, 2017 | 2 | 2017 |
| Detecting keywords in audio using a spiking neural network M Khellah, O Arad, B Ravindran, S Paul, C Augustine, BU Pedroni US Patent 10,403,266, 2019 | | 2019 |
| DropOut and DropConnect for Reliable Neuromorphic Inference under Energy and Bandwidth Constraints in Network Connectivity Y Sakai, BU Pedroni, S Joshi, A Akinin, G Cauwenberghs 2019 IEEE International Conference on Artificial Intelligence Circuits and …, 2019 | | 2019 |
| Performance Trade-offs in Weight Quantization for Memory-Efficient Inference PM Tostado, BU Pedroni, G Cauwenberghs 2019 IEEE International Conference on Artificial Intelligence Circuits and …, 2019 | | 2019 |
Gert CauwenberghsProfessor of Bioengineering and Co-Director, Institute for Neural Computation, UC San DiegoVerified email at ucsd.edu