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ORCIDBruno U. Pedroni
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2020 – today
- 2022
[c15]Gopabandhu Hota, Nishant Mysore, Stephen R. Deiss, Bruno U. Pedroni, Gert Cauwenberghs
:
Hierarchical Multicast Network-On-Chip for Scalable Reconfigurable Neuromorphic Systems. ISCAS 2022: 481-485- 2021
- [c14]Nishant Mysore, Gopabandhu Hota, Stephen R. Deiss, Bruno U. Pedroni, Gert Cauwenberghs:
Hierarchical Network Partitioning for Reconfigurable Large-Scale Neuromorphic Systems. ICRC 2021: 74-78 - 2020
- [c13]Bruno U. Pedroni, Stephen R. Deiss, Nishant Mysore, Gert Cauwenberghs:
Design Principles of Large-Scale Neuromorphic Systems Centered on High Bandwidth Memory. ICRC 2020: 90-94
2010 – 2019
- 2019
- [b1]Bruno U. Pedroni:
Boltzmann Energetics and Temporal Dynamics of Learning Neuromorphic Systems. University of California, San Diego, USA, 2019 - [j3]Yasufumi Sakai, Bruno U. Pedroni, Siddharth Joshi, Satoshi Tanabe, Abraham Akinin, Gert Cauwenberghs:
Dropout and DropConnect for Reliable Neuromorphic Inference Under Communication Constraints in Network Connectivity. IEEE J. Emerg. Sel. Topics Circuits Syst. 9(4): 658-667 (2019) - [c12]Yasufumi Sakai, Bruno U. Pedroni, Siddharth Joshi, Abraham Akinin, Gert Cauwenberghs:
DropOut and DropConnect for Reliable Neuromorphic Inference under Energy and Bandwidth Constraints in Network Connectivity. AICAS 2019: 76-80 - [c11]Pablo M. Tostado, Bruno U. Pedroni, Gert Cauwenberghs:
Performance Trade-offs in Weight Quantization for Memory-Efficient Inference. AICAS 2019: 246-250 - 2018
- [c10]Surabhi Kalyan, Siddharth Joshi, Sadique Sheik, Bruno U. Pedroni, Gert Cauwcnbcrghs:
Unsupervised Synaptic Pruning Strategies for Restricted Boltzmann Machines. BioCAS 2018: 1-4 - [c9]Bruno U. Pedroni, Sadique Sheik, Hesham Mostafa, Somnath Paul, Charles Augustine, Gert Cauwenberghs:
Small-footprint Spiking Neural Networks for Power-efficient Keyword Spotting. BioCAS 2018: 1-4 - 2017
- [c8]Siddharth Joshi, Bruno U. Pedroni, Gert Cauwenberghs:
Neuromorphic event-driven multi-scale synaptic connectivity and plasticity. ACSSC 2017: 2059-2063 - [c7]Hesham Mostafa Elsayed, Bruno U. Pedroni, Sadique Sheik, Gert Cauwenberghs:
Fast classification using sparsely active spiking networks. ISCAS 2017: 1-4 - [c6]Bruno U. Pedroni, Sadique Sheik, Gert Cauwenberghs:
Pipelined parallel contrastive divergence for continuous generative model learning. ISCAS 2017: 1-4 - [i9]Hesham Mostafa Elsayed, Bruno U. Pedroni, Sadique Sheik, Gert Cauwenberghs:
Hardware-efficient on-line learning through pipelined truncated-error backpropagation in binary-state networks. CoRR abs/1707.03049 (2017) - [i8]Georgios Detorakis, Sadique Sheik, Charles Augustine, Somnath Paul, Bruno U. Pedroni, Nikil D. Dutt, Jeffrey L. Krichmar, Gert Cauwenberghs, Emre Neftci:
Neural and Synaptic Array Transceiver: A Brain-Inspired Computing Framework for Embedded Learning. CoRR abs/1709.10205 (2017) - 2016
- [j2]Bruno U. Pedroni, Srinjoy Das, John V. Arthur, Paul A. Merolla, Bryan L. Jackson, Dharmendra S. Modha, Kenneth Kreutz-Delgado, Gert Cauwenberghs:
Mapping Generative Models onto a Network of Digital Spiking Neurons. IEEE Trans. Biomed. Circuits Syst. 10(4): 837-854 (2016) - [c5]Bruno U. Pedroni, Sadique Sheik, Siddharth Joshi, Georgios Detorakis, Somnath Paul, Charles Augustine, Emre Neftci, Gert Cauwenberghs:
Forward table-based presynaptic event-triggered spike-timing-dependent plasticity. BioCAS 2016: 580-583 - [c4]Peter U. Diehl, Guido Zarrella, Andrew Cassidy, Bruno U. Pedroni, Emre Neftci:
Conversion of artificial recurrent neural networks to spiking neural networks for low-power neuromorphic hardware. ICRC 2016: 1-8 - [c3]Peter U. Diehl, Bruno U. Pedroni, Andrew Cassidy, Paul Merolla, Emre Neftci, Guido Zarrella:
TrueHappiness: Neuromorphic emotion recognition on TrueNorth. IJCNN 2016: 4278-4285 - [i7]Peter U. Diehl, Bruno U. Pedroni, Andrew Cassidy, Paul Merolla, Emre Neftci, Guido Zarrella:
TrueHappiness: Neuromorphic Emotion Recognition on TrueNorth. CoRR abs/1601.04183 (2016) - [i6]Peter U. Diehl, Guido Zarrella, Andrew S. Cassidy, Bruno U. Pedroni, Emre Neftci:
Conversion of Artificial Recurrent Neural Networks to Spiking Neural Networks for Low-power Neuromorphic Hardware. CoRR abs/1601.04187 (2016) - [i5]Bruno U. Pedroni, Sadique Sheik, Siddharth Joshi, Georgios Detorakis, Somnath Paul, Charles Augustine, Emre Neftci, Gert Cauwenberghs:
Forward Table-Based Presynaptic Event-Triggered Spike-Timing-Dependent Plasticity. CoRR abs/1607.03070 (2016) - 2015
- [c2]Srinjoy Das, Bruno Umbria Pedroni, Paul Merolla, John V. Arthur, Andrew S. Cassidy, Bryan L. Jackson, Dharmendra S. Modha, Gert Cauwenberghs, Kenneth Kreutz-Delgado:
Gibbs sampling with low-power spiking digital neurons. ISCAS 2015: 2704-2707 - [i4]Srinjoy Das, Bruno U. Pedroni, Paul Merolla, John V. Arthur, Andrew S. Cassidy, Bryan L. Jackson, Dharmendra S. Modha, Gert Cauwenberghs, Kenneth Kreutz-Delgado:
Gibbs Sampling with Low-Power Spiking Digital Neurons. CoRR abs/1503.07793 (2015) - [i3]Bruno U. Pedroni, Srinjoy Das, John V. Arthur, Paul Merolla, Bryan L. Jackson, Dharmendra S. Modha, Kenneth Kreutz-Delgado, Gert Cauwenberghs:
Mapping Generative Models onto Networks of Digital Spiking Neurons. CoRR abs/1509.07302 (2015) - [i2]Emre Neftci, Bruno U. Pedroni, Siddharth Joshi, Maruan Al-Shedivat, Gert Cauwenberghs:
Unsupervised Learning in Synaptic Sampling Machines. CoRR abs/1511.04484 (2015) - 2013
- [c1]Bruno U. Pedroni, Srinjoy Das, Emre Neftci, Kenneth Kreutz-Delgado, Gert Cauwenberghs:
Neuromorphic adaptations of restricted Boltzmann machines and deep belief networks. IJCNN 2013: 1-6 - [i1]Emre Neftci, Srinjoy Das, Bruno U. Pedroni, Kenneth Kreutz-Delgado, Gert Cauwenberghs:
Event-Driven Contrastive Divergence for Spiking Neuromorphic Systems. CoRR abs/1311.0966 (2013)
2000 – 2009
- 2005
- [j1]Volnei A. Pedroni, Bruno U. Pedroni:
Output stage based high-resolution min/max and rank-order filters. IEEE Trans. Circuits Syst. II Express Briefs 52-II(1): 28-32 (2005)
Coauthor Index
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