Bruno U Pedroni
Title
Cited by
Cited by
Year
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
1822014
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
1032016
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
872016
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
502016
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
232017
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
212016
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
202015
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, J Krichmar, ...
Frontiers in neuroscience 12, 583, 2018
182018
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
182005
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
132016
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
122013
Unsupervised learning in synaptic sampling machines
EO Neftci, BU Pedroni, S Joshi, M Al-Shedivat, G Cauwenberghs
arXiv preprint arXiv:1511.04484, 2015
112015
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
112010
Memory-efficient synaptic connectivity for spike-timing-dependent plasticity
BU Pedroni, S Joshi, SR Deiss, S Sheik, G Detorakis, S Paul, C Augustine, ...
Frontiers in neuroscience 13, 357, 2019
72019
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
72017
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
72013
Event-driven contrastive divergence: neural sampling foundations
E Neftci, S Das, B Pedroni, K Kreutz-Delgado, G Cauwenberghs
Frontiers in neuroscience 9, 104, 2015
62015
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
42017
Small-footprint Spiking Neural Networks for Power-efficient Keyword Spotting
BU Pedroni, S Sheik, H Mostafa, S Paul, C Augustine, G Cauwenberghs
2018 IEEE Biomedical Circuits and Systems Conference (BioCAS), 1-4, 2018
32018
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
22019
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Articles 1–20