Bruno U. Pedroni

27 papers B 2C 3Misc 1Journal 12Unranked 8

Year	Rank	Type	Title / Venue / Authors
2022	C	`conf`	Hierarchical Multicast Network-On-Chip for Scalable Reconfigurable Neuromorphic Systems. ISCAS Gopabandhu Hota, Nishant Mysore, Stephen R. Deiss, Bruno U. Pedroni, Gert Cauwenberghs
2021	—	`conf`	Hierarchical Network Partitioning for Reconfigurable Large-Scale Neuromorphic Systems. ICRC Nishant Mysore, Gopabandhu Hota, Stephen R. Deiss, Bruno U. Pedroni, Gert Cauwenberghs
2020	—	`conf`	Design Principles of Large-Scale Neuromorphic Systems Centered on High Bandwidth Memory. ICRC Bruno U. Pedroni, Stephen R. Deiss, Nishant Mysore, Gert Cauwenberghs
2019	—	`—`	Boltzmann Energetics and Temporal Dynamics of Learning Neuromorphic Systems. Bruno U. Pedroni
2019	—	`conf`	DropOut and DropConnect for Reliable Neuromorphic Inference under Energy and Bandwidth Constraints in Network Connectivity. AICAS Yasufumi Sakai, Bruno U. Pedroni, Siddharth Joshi, Abraham Akinin, Gert Cauwenberghs
2019	J	`jnl`	Dropout and DropConnect for Reliable Neuromorphic Inference Under Communication Constraints in Network Connectivity. IEEE J. Emerg. Sel. Topics Circuits Syst. Yasufumi Sakai, Bruno U. Pedroni, Siddharth Joshi, Satoshi Tanabe, Abraham Akinin, Gert Cauwenberghs
2019	—	`conf`	Performance Trade-offs in Weight Quantization for Memory-Efficient Inference. AICAS Pablo M. Tostado, Bruno U. Pedroni, Gert Cauwenberghs
2018	—	`conf`	Small-footprint Spiking Neural Networks for Power-efficient Keyword Spotting. BioCAS Bruno U. Pedroni, Sadique Sheik, Hesham Mostafa, Somnath Paul, Charles Augustine, Gert Cauwenberghs
2018	—	`conf`	Unsupervised Synaptic Pruning Strategies for Restricted Boltzmann Machines. BioCAS Surabhi Kalyan, Siddharth Joshi, Sadique Sheik, Bruno U. Pedroni, Gert Cauwcnbcrghs
2017	C	`conf`	Fast classification using sparsely active spiking networks. ISCAS Hesham Mostafa Elsayed, Bruno U. Pedroni, Sadique Sheik, Gert Cauwenberghs
2017	J	`jnl`	Hardware-efficient on-line learning through pipelined truncated-error backpropagation in binary-state networks. CoRR Hesham Mostafa Elsayed, Bruno U. Pedroni, Sadique Sheik, Gert Cauwenberghs
2017	J	`jnl`	Neural and Synaptic Array Transceiver: A Brain-Inspired Computing Framework for Embedded Learning. CoRR Georgios Detorakis, Sadique Sheik, Charles Augustine, Somnath Paul, Bruno U. Pedroni, Nikil D. Dutt, Jeffrey L. Krichmar, Gert Cauwenberghs, Emre Neftci
2017	Misc	`conf`	Neuromorphic event-driven multi-scale synaptic connectivity and plasticity. ACSSC Siddharth Joshi, Bruno U. Pedroni, Gert Cauwenberghs
2017	C	`conf`	Pipelined parallel contrastive divergence for continuous generative model learning. ISCAS Bruno U. Pedroni, Sadique Sheik, Gert Cauwenberghs
2016	J	`jnl`	Conversion of Artificial Recurrent Neural Networks to Spiking Neural Networks for Low-power Neuromorphic Hardware. CoRR Peter U. Diehl, Guido Zarrella, Andrew S. Cassidy, Bruno U. Pedroni, Emre Neftci
2016	—	`conf`	Conversion of artificial recurrent neural networks to spiking neural networks for low-power neuromorphic hardware. ICRC Peter U. Diehl, Guido Zarrella, Andrew Cassidy, Bruno U. Pedroni, Emre Neftci
2016	J	`jnl`	Forward Table-Based Presynaptic Event-Triggered Spike-Timing-Dependent Plasticity. CoRR Bruno U. Pedroni, Sadique Sheik, Siddharth Joshi, Georgios Detorakis, Somnath Paul, Charles Augustine, Emre Neftci, Gert Cauwenberghs
2016	—	`conf`	Forward table-based presynaptic event-triggered spike-timing-dependent plasticity. BioCAS Bruno U. Pedroni, Sadique Sheik, Siddharth Joshi, Georgios Detorakis, Somnath Paul, Charles Augustine, Emre Neftci, Gert Cauwenberghs
2016	J	`jnl`	Mapping Generative Models onto a Network of Digital Spiking Neurons. IEEE Trans. Biomed. Circuits Syst. Bruno U. Pedroni, Srinjoy Das, John V. Arthur, Paul A. Merolla, Bryan L. Jackson, Dharmendra S. Modha, Kenneth Kreutz-Delgado, Gert Cauwenberghs
2016	J	`jnl`	TrueHappiness: Neuromorphic Emotion Recognition on TrueNorth. CoRR Peter U. Diehl, Bruno U. Pedroni, Andrew Cassidy, Paul Merolla, Emre Neftci, Guido Zarrella
2016	B	`conf`	TrueHappiness: Neuromorphic emotion recognition on TrueNorth. IJCNN Peter U. Diehl, Bruno U. Pedroni, Andrew Cassidy, Paul Merolla, Emre Neftci, Guido Zarrella
2015	J	`jnl`	Gibbs Sampling with Low-Power Spiking Digital Neurons. CoRR Srinjoy Das, Bruno U. Pedroni, Paul Merolla, John V. Arthur, Andrew S. Cassidy, Bryan L. Jackson, Dharmendra S. Modha, Gert Cauwenberghs, Kenneth Kreutz-Delgado
2015	J	`jnl`	Mapping Generative Models onto Networks of Digital Spiking Neurons. CoRR Bruno U. Pedroni, Srinjoy Das, John V. Arthur, Paul Merolla, Bryan L. Jackson, Dharmendra S. Modha, Kenneth Kreutz-Delgado, Gert Cauwenberghs
2015	J	`jnl`	Unsupervised Learning in Synaptic Sampling Machines. CoRR Emre Neftci, Bruno U. Pedroni, Siddharth Joshi, Maruan Al-Shedivat, Gert Cauwenberghs
2013	J	`jnl`	Event-Driven Contrastive Divergence for Spiking Neuromorphic Systems. CoRR Emre Neftci, Srinjoy Das, Bruno U. Pedroni, Kenneth Kreutz-Delgado, Gert Cauwenberghs
2013	B	`conf`	Neuromorphic adaptations of restricted Boltzmann machines and deep belief networks. IJCNN Bruno U. Pedroni, Srinjoy Das, Emre Neftci, Kenneth Kreutz-Delgado, Gert Cauwenberghs
2005	J	`jnl`	Output stage based high-resolution min/max and rank-order filters. IEEE Trans. Circuits Syst. II Express Briefs Volnei A. Pedroni, Bruno U. Pedroni