Guillaume Garreau

According to our database, Guillaume Garreau authored at least 17 papers between 2011 and 2024.

Collaborative distances:

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

2024

11.4 IBM NorthPole: An Architecture for Neural Network Inference with a 12nm Chip.

Andrew S. Cassidy, John V. Arthur, Filipp Akopyan, Alexander Andreopoulos, Rathinakumar Appuswamy, Pallab Datta, Michael V. DeBole, Steven K. Esser, Carlos Ortega Otero, Jun Sawada, Brian Taba, Arnon Amir, Deepika Bablani, Peter J. Carlson, Myron D. Flickner, Rajamohan Gandhasri, Guillaume Garreau, Megumi Ito, Jennifer L. Klamo, Jeffrey A. Kusnitz, Nathaniel J. McClatchey, Jeffrey L. McKinstry, Yutaka Y. Nakamura, Tapan K. Nayak, William P. Risk, Kai Schleupen, Ben Shaw, Jay Sivagnaname, Daniel F. Smith, Ignacio Terrizzano, Takanori Ueda, Dharmendra S. Modha

Proceedings of the IEEE International Solid-State Circuits Conference, 2024

2023

IBM NorthPole Neural Inference Machine.

Dharmendra S. Modha, Filipp Akopyan, Alexander Andreopoulos, Rathinakumar Appuswamy, John V. Arthur, Andrew S. Cassidy, Pallab Datta, Michael V. DeBole, Steven K. Esser, Carlos Ortega Otero, Jun Sawada, Brian Taba, Arnon Amir, Deepika Bablani, Peter J. Carlson, Myron D. Flickner, Rajamohan Gandhasri, Guillaume Garreau, Megumi Ito, Jennifer L. Klamo, Jeffrey A. Kusnitz, Nathaniel J. McClatchey, Jeffrey L. McKinstry, Yutaka Y. Nakamura, Tapan K. Nayak, William P. Risk, Kai Schleupen, Ben Shaw, Jay Sivagnaname, Daniel F. Smith, Ignacio Terrizzano, Takanori Ueda

Proceedings of the 35th IEEE Hot Chips Symposium, 2023

2019

TrueNorth: Accelerating From Zero to 64 Million Neurons in 10 Years.

Michael V. DeBole, Brian Taba, Arnon Amir, Filipp Akopyan, Alexander Andreopoulos, William P. Risk, Jeff Kusnitz, Carlos Ortega Otero, Tapan K. Nayak, Rathinakumar Appuswamy, Peter J. Carlson, Andrew S. Cassidy, Pallab Datta, Steven K. Esser, Guillaume Garreau, Kevin L. Holland, Scott Lekuch, Michael Mastro, Jeffrey L. McKinstry, Carmelo di Nolfo, Brent Paulovicks, Jun Sawada, Kai Schleupen, Benjamin G. Shaw, Jennifer L. Klamo, Myron D. Flickner, John V. Arthur, Dharmendra S. Modha

Computer, 2019

2018

StethoVest: A simultaneous multichannel wearable system for cardiac acoustic mapping.

Christos Sapsanis, Nathaniel Welsh, Michael Pozin, Guillaume Garreau, Gaspar Tognetti, Hani Bakhshaee, Philippe O. Pouliquen, Rajat Mittal, William R. Thompson, Andreas G. Andreou

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

2017

A method for the computational modeling of the physics of heart murmurs.

Jung Hee Seo, Hani Bakhshaee, Guillaume Garreau, Chi Zhu, Andreas G. Andreou, William R. Thompson, Rajat Mittal

J. Comput. Phys., 2017

A Low Power, Fully Event-Based Gesture Recognition System.

Arnon Amir, Brian Taba, David J. Berg, Timothy Melano, Jeffrey L. McKinstry, Carmelo di Nolfo, Tapan K. Nayak, Alexander Andreopoulos, Guillaume Garreau, Marcela Mendoza, Jeff Kusnitz, Michael DeBole, Steven K. Esser, Tobi Delbrück, Myron Flickner, Dharmendra S. Modha

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

2016

Real-time sensory information processing using the TrueNorth Neurosynaptic System.

Andreas G. Andreou, Andrew A. Dykman, Kate D. Fischl, Guillaume Garreau, Daniel R. Mendat, Garrick Orchard, Andrew S. Cassidy, Paul Merolla, John V. Arthur, Rodrigo Alvarez-Icaza, Bryan L. Jackson, Dharmendra S. Modha

Proceedings of the IEEE International Symposium on Circuits and Systems, 2016

2015

FPGA implementation of a Deep Belief Network architecture for character recognition using stochastic computation.

Kayode Sanni, Guillaume Garreau, Jamal Lottier Molin, Andreas G. Andreou

Proceedings of the 49th Annual Conference on Information Sciences and Systems, 2015

Mechanical design, instrumentation and measurements from a hemoacoustic cardiac phantom.

Hani Bakhshaee, Guillaume Garreau, Gaspar Tognetti, Kourosh Shoele, Ronann Carrero, Thomas Kilmar, Chi Zhu, William R. Thompson, Jung Hee Seo, Rajat Mittal, Andreas G. Andreou

Proceedings of the 49th Annual Conference on Information Sciences and Systems, 2015

2013

Multimodal Integration of Micro-Doppler Sonar and auditory signals for Behavior Classification with convolutional Networks.

Salvador Dura-Bernal, Guillaume Garreau, Julius Georgiou, Andreas G. Andreou, Susan L. Denham, Thomas Wennekers

Int. J. Neural Syst., 2013

Person localization through ground vibrations using a sand-scorpion inspired spiking neural network.

Guillaume Garreau, Eleni Proxenou, Andreas G. Andreou, Julius Georgiou

Proceedings of the 47th Annual Conference on Information Sciences and Systems, 2013

2012

An FPGA-based approach for parameter estimation in spiking neural networks.

Horacio Rostro-González, Guillaume Garreau, Andreas G. Andreou, Julius Georgiou, Jose Hugo Barron-Zambrano, César Torres-Huitzil

Proceedings of the 2012 IEEE International Symposium on Circuits and Systems, 2012

Individual classification through autoregressive modelling of micro-doppler signatures.

Guillaume Garreau, Nicoletta Nicolaou, Julius Georgiou

Proceedings of the 2012 IEEE Biomedical Circuits and Systems Conference, 2012

2011

Human Action Categorization Using Ultrasound Micro-Doppler Signatures.

Salvador Dura-Bernal, Guillaume Garreau, Charalambos M. Andreou, Andreas G. Andreou, Julius Georgiou, Thomas Wennekers, Susan L. Denham

Proceedings of the Human Behavior Unterstanding - Second International Workshop, 2011

A wireless architecture for distributed sensing/actuation and pre-processing with microsecond synchronization.

Philippe O. Pouliquen, Andrew Cassidy, Andreas G. Andreou, Guillaume Garreau, Julius Georgiou

Proceedings of the 45st Annual Conference on Information Sciences and Systems, 2011

A multimodal-corpus data collection system for cognitive acoustic scene analysis.

Julius Georgiou, Philippe O. Pouliquen, Andrew Cassidy, Guillaume Garreau, Charalambos M. Andreou, Guillermo Stuarts, Cyrille d'Urbal, Andreas G. Andreou, Susan L. Denham, Thomas Wennekers, Robert Mill, István Winkler, Tamás Bohm, Orsolya Szalárdy, Georg M. Klump, Simon J. Jones, Alexandra Bendixen

Proceedings of the 45st Annual Conference on Information Sciences and Systems, 2011

Computationally efficient classification of human transport mode using micro-doppler signatures.

Guillaume Garreau, Nicoletta Nicolaou, Charalambos M. Andreou, Cyrille d'Urbal, Guillermo Stuarts, Julius Georgiou

Proceedings of the 45st Annual Conference on Information Sciences and Systems, 2011