Bruno U. Pedroni

ORCID

Publication Activity (10 Years)

Years Active: 2005-2022
Publications (10 Years): 23

Top Venues

University of California, San Diego, USA (PHD)

Education History

University of California, San Diego, USA

PHD

Publications

Gopabandhu Hota, Nishant Mysore, Stephen R. Deiss, Bruno U. Pedroni, Gert Cauwenberghs
Hierarchical Multicast Network-On-Chip for Scalable Reconfigurable Neuromorphic Systems. ISCAS (2022)
Nishant Mysore, Gopabandhu Hota, Stephen R. Deiss, Bruno U. Pedroni, Gert Cauwenberghs
Hierarchical Network Partitioning for Reconfigurable Large-Scale Neuromorphic Systems. ICRC (2021)
Bruno U. Pedroni, Stephen R. Deiss, Nishant Mysore, Gert Cauwenberghs
Design Principles of Large-Scale Neuromorphic Systems Centered on High Bandwidth Memory. ICRC (2020)
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)
Pablo M. Tostado, Bruno U. Pedroni, Gert Cauwenberghs
Performance Trade-offs in Weight Quantization for Memory-Efficient Inference. AICAS (2019)
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) (2019)
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)
Surabhi Kalyan, Siddharth Joshi, Sadique Sheik, Bruno U. Pedroni, Gert Cauwcnbcrghs
Unsupervised Synaptic Pruning Strategies for Restricted Boltzmann Machines. BioCAS (2018)
Bruno U. Pedroni, Sadique Sheik, Gert Cauwenberghs
Pipelined parallel contrastive divergence for continuous generative model learning. ISCAS (2017)
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 (2017)
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 (2017)
Hesham Mostafa Elsayed, Bruno U. Pedroni, Sadique Sheik, Gert Cauwenberghs
Fast classification using sparsely active spiking networks. ISCAS (2017)
Siddharth Joshi, Bruno U. Pedroni, Gert Cauwenberghs
Neuromorphic event-driven multi-scale synaptic connectivity and plasticity. ACSSC (2017)
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 (2016)
Peter U. Diehl, Bruno U. Pedroni, Andrew Cassidy, Paul Merolla, Emre Neftci, Guido Zarrella
TrueHappiness: Neuromorphic Emotion Recognition on TrueNorth. CoRR (2016)
Peter U. Diehl, Bruno U. Pedroni, Andrew Cassidy, Paul Merolla, Emre Neftci, Guido Zarrella
TrueHappiness: Neuromorphic emotion recognition on TrueNorth. IJCNN (2016)
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 (2016)
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)
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) (2016)
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)
Emre Neftci, Bruno U. Pedroni, Siddharth Joshi, Maruan Al-Shedivat, Gert Cauwenberghs
Unsupervised Learning in Synaptic Sampling Machines. CoRR (2015)
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 (2015)
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 (2015)
Bruno U. Pedroni, Srinjoy Das, Emre Neftci, Kenneth Kreutz-Delgado, Gert Cauwenberghs
Neuromorphic adaptations of restricted Boltzmann machines and deep belief networks. IJCNN (2013)
Emre Neftci, Srinjoy Das, Bruno U. Pedroni, Kenneth Kreutz-Delgado, Gert Cauwenberghs
Event-Driven Contrastive Divergence for Spiking Neuromorphic Systems. CoRR (2013)
Volnei A. Pedroni, Bruno U. Pedroni
Output stage based high-resolution min/max and rank-order filters. IEEE Trans. Circuits Syst. II Express Briefs (1) (2005)

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Publication Activity (10 Years)

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Bruno U. Pedroni