Bruno U. Pedroni

According to our database, Bruno U. Pedroni authored at least 24 papers between 2005 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2022

Hierarchical Multicast Network-On-Chip for Scalable Reconfigurable Neuromorphic Systems.

Gopabandhu Hota, Nishant Mysore, Stephen R. Deiss, Bruno U. Pedroni, Gert Cauwenberghs

Proceedings of the IEEE International Symposium on Circuits and Systems, 2022

2021

Hierarchical Network Partitioning for Reconfigurable Large-Scale Neuromorphic Systems.

Nishant Mysore, Gopabandhu Hota, Stephen R. Deiss, Bruno U. Pedroni, Gert Cauwenberghs

Proceedings of the 2021 International Conference on Rebooting Computing (ICRC), Los Alamitos, CA, USA, November 30, 2021

2020

Design Principles of Large-Scale Neuromorphic Systems Centered on High Bandwidth Memory.

Bruno U. Pedroni, Stephen R. Deiss, Nishant Mysore, Gert Cauwenberghs

Proceedings of the International Conference on Rebooting Computing, 2020

2019

Boltzmann Energetics and Temporal Dynamics of Learning Neuromorphic Systems.

Bruno U. Pedroni

PhD thesis, 2019

Dropout and DropConnect for Reliable Neuromorphic Inference Under Communication Constraints in Network Connectivity.

Yasufumi Sakai, Bruno U. Pedroni, Siddharth Joshi, Satoshi Tanabe, Abraham Akinin, Gert Cauwenberghs

IEEE J. Emerg. Sel. Topics Circuits Syst., 2019

Performance Trade-offs in Weight Quantization for Memory-Efficient Inference.

Pablo M. Tostado, Bruno U. Pedroni, Gert Cauwenberghs

Proceedings of the IEEE International Conference on Artificial Intelligence Circuits and Systems, 2019

DropOut and DropConnect for Reliable Neuromorphic Inference under Energy and Bandwidth Constraints in Network Connectivity.

Yasufumi Sakai, Bruno U. Pedroni, Siddharth Joshi, Abraham Akinin, Gert Cauwenberghs

Proceedings of the IEEE International Conference on Artificial Intelligence Circuits and Systems, 2019

2018

Small-footprint Spiking Neural Networks for Power-efficient Keyword Spotting.

Bruno U. Pedroni, Sadique Sheik, Hesham Mostafa, Somnath Paul, Charles Augustine, Gert Cauwenberghs

Proceedings of the 2018 IEEE Biomedical Circuits and Systems Conference, 2018

Unsupervised Synaptic Pruning Strategies for Restricted Boltzmann Machines.

Surabhi Kalyan, Siddharth Joshi, Sadique Sheik, Bruno U. Pedroni, Gert Cauwcnbcrghs

Proceedings of the 2018 IEEE Biomedical Circuits and Systems Conference, 2018

2017

Neural and Synaptic Array Transceiver: A Brain-Inspired Computing Framework for Embedded Learning.

Georgios Detorakis, Sadique Sheik, Charles Augustine, Somnath Paul, Bruno U. Pedroni, Nikil D. Dutt, Jeffrey L. Krichmar, Gert Cauwenberghs, Emre Neftci

CoRR, 2017

Hardware-efficient on-line learning through pipelined truncated-error backpropagation in binary-state networks.

Hesham Mostafa Elsayed, Bruno U. Pedroni, Sadique Sheik, Gert Cauwenberghs

CoRR, 2017

Pipelined parallel contrastive divergence for continuous generative model learning.

Bruno U. Pedroni, Sadique Sheik, Gert Cauwenberghs

Proceedings of the IEEE International Symposium on Circuits and Systems, 2017

Fast classification using sparsely active spiking networks.

Hesham Mostafa Elsayed, Bruno U. Pedroni, Sadique Sheik, Gert Cauwenberghs

Proceedings of the IEEE International Symposium on Circuits and Systems, 2017

Neuromorphic event-driven multi-scale synaptic connectivity and plasticity.

Siddharth Joshi, Bruno U. Pedroni, Gert Cauwenberghs

Proceedings of the 51st Asilomar Conference on Signals, Systems, and Computers, 2017

2016

Mapping Generative Models onto a Network of Digital Spiking Neurons.

Bruno U. Pedroni, Srinjoy Das, John V. Arthur, Paul A. Merolla, Bryan L. Jackson, Dharmendra S. Modha, Kenneth Kreutz-Delgado, Gert Cauwenberghs

IEEE Trans. Biomed. Circuits Syst., 2016

TrueHappiness: Neuromorphic emotion recognition on TrueNorth.

Peter U. Diehl, Bruno U. Pedroni, Andrew Cassidy, Paul Merolla, Emre Neftci, Guido Zarrella

Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

Conversion of artificial recurrent neural networks to spiking neural networks for low-power neuromorphic hardware.

Peter U. Diehl, Guido Zarrella, Andrew Cassidy, Bruno U. Pedroni, Emre Neftci

Proceedings of the IEEE International Conference on Rebooting Computing, 2016

Forward table-based presynaptic event-triggered spike-timing-dependent plasticity.

Bruno U. Pedroni, Sadique Sheik, Siddharth Joshi, Georgios Detorakis, Somnath Paul, Charles Augustine, Emre Neftci, Gert Cauwenberghs

Proceedings of the IEEE Biomedical Circuits and Systems Conference, 2016

2015

Mapping Generative Models onto Networks of Digital Spiking Neurons.

Bruno U. Pedroni, Srinjoy Das, John V. Arthur, Paul Merolla, Bryan L. Jackson, Dharmendra S. Modha, Kenneth Kreutz-Delgado, Gert Cauwenberghs

CoRR, 2015

Unsupervised Learning in Synaptic Sampling Machines.

Emre Neftci, Bruno U. Pedroni, Siddharth Joshi, Maruan Al-Shedivat, Gert Cauwenberghs

CoRR, 2015

Gibbs sampling with low-power spiking digital neurons.

Srinjoy Das, Bruno Umbria Pedroni, Paul Merolla, John V. Arthur, Andrew S. Cassidy, Bryan L. Jackson, Dharmendra S. Modha, Gert Cauwenberghs, Kenneth Kreutz-Delgado

Proceedings of the 2015 IEEE International Symposium on Circuits and Systems, 2015

2013

Event-Driven Contrastive Divergence for Spiking Neuromorphic Systems.

Emre Neftci, Srinjoy Das, Bruno U. Pedroni, Kenneth Kreutz-Delgado, Gert Cauwenberghs

CoRR, 2013

Neuromorphic adaptations of restricted Boltzmann machines and deep belief networks.

Bruno U. Pedroni, Srinjoy Das, Emre Neftci, Kenneth Kreutz-Delgado, Gert Cauwenberghs

Proceedings of the 2013 International Joint Conference on Neural Networks, 2013

2005

Output stage based high-resolution min/max and rank-order filters.

Volnei A. Pedroni, Bruno U. Pedroni

IEEE Trans. Circuits Syst. II Express Briefs, 2005