Bruno U Pedroni
Bruno U Pedroni
Postdoctoral Scholar, UC San Diego
Bestätigte E-Mail-Adresse bei eng.ucsd.edu
Titel
Zitiert von
Zitiert von
Jahr
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
2062014
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
1302016
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
1022016
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
612016
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
272017
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
232018
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
222016
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
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
162005
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
142016
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
132019
Unsupervised learning in synaptic sampling machines
EO Neftci, BU Pedroni, S Joshi, M Al-Shedivat, G Cauwenberghs
arXiv preprint arXiv:1511.04484, 2015
122015
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
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
2016 IEEE International Conference on Rebooting Computing (ICRC)
PU Diehl, G Zarrella, A Cassidy, BU Pedroni, E Neftci
IEEE, 2016
92016
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
82017
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
52017
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
32019
Das System kann den Vorgang jetzt nicht ausführen. Versuchen Sie es später erneut.
Artikel 1–20