Garrick Orchard

67 papers A* 1A 1C 10Misc 2Journal 39Unranked 14
YearRankTypeTitle / Venue / Authors
2024 J jnl
Emulating Brain-like Rapid Learning in Neuromorphic Edge Computing.
CoRR
Kenneth Michael Stewart, Michael Neumeier, Sumit Bam Shrestha, Garrick Orchard, Emre Neftci
2023 J jnl
The Intel Neuromorphic DNS Challenge.
CoRR
Jonathan Timcheck, Sumit Bam Shrestha, Daniel Ben Dayan Rubin, Adam Kupryjanow, Garrick Orchard, Lukasz Pindor, Timothy M. Shea, Mike Davies
2023 J jnl
The Intel neuromorphic DNS challenge.
Neuromorph. Comput. Eng.
Jonathan Timcheck, Sumit Bam Shrestha, Daniel Ben Dayan Rubin, Adam Kupryjanow, Garrick Orchard, Lukasz Pindor, Timothy M. Shea, Mike Davies
2023 J jnl
Ultra-low-power Image Classification on Neuromorphic Hardware.
CoRR
Gregor Lenz, Garrick Orchard, Sadique Sheik
2022 J jnl
Efficient Neuromorphic Signal Processing with Resonator Neurons.
J. Signal Process. Syst.
Edward Paxon Frady, Sophia Sanborn, Sumit Bam Shrestha, Daniel Ben Dayan Rubin, Garrick Orchard, Friedrich T. Sommer, Mike Davies
2022 J jnl
Event-Based Vision: A Survey.
IEEE Trans. Pattern Anal. Mach. Intell.
Guillermo Gallego, Tobi Delbrück, Garrick Orchard, Chiara Bartolozzi, Brian Taba, Andrea Censi, Stefan Leutenegger, Andrew J. Davison, Jörg Conradt, Kostas Daniilidis, Davide Scaramuzza
2021 J jnl
Advancing Neuromorphic Computing With Loihi: A Survey of Results and Outlook.
Proc. IEEE
Mike Davies, Andreas Wild, Garrick Orchard, Yulia Sandamirskaya, Gabriel A. Fonseca Guerra, Prasad Joshi, Philipp Plank, Sumedh R. Risbud
2021 J jnl
ESPEE: Event-Based Sensor Pose Estimation Using an Extended Kalman Filter.
Sensors
Fabien Colonnier, Luca Della Vedova, Garrick Orchard
2021 — conf
Efficient Neuromorphic Signal Processing with Loihi 2.
SiPS
Garrick Orchard, Edward Paxon Frady, Daniel Ben Dayan Rubin, Sophia Sanborn, Sumit Bam Shrestha, Friedrich T. Sommer, Mike Davies
2021 J jnl
Efficient Neuromorphic Signal Processing with Loihi 2.
CoRR
Garrick Orchard, Edward Paxon Frady, Daniel Ben Dayan Rubin, Sophia Sanborn, Sumit Bam Shrestha, Friedrich T. Sommer, Mike Davies
2021 J jnl
e-TLD: Event-Based Framework for Dynamic Object Tracking.
IEEE Trans. Circuits Syst. Video Technol.
Bharath Ramesh, Shihao Zhang, Hong Yang, Andrés Ussa, Matthew Ong, Garrick Orchard, Cheng Xiang
2020 J jnl
An Event-Driven Categorization Model for AER Image Sensors Using Multispike Encoding and Learning.
IEEE Trans. Neural Networks Learn. Syst.
Rong Xiao, Huajin Tang, Yuhao Ma, Rui Yan, Garrick Orchard
2020 J jnl
DART: Distribution Aware Retinal Transform for Event-Based Cameras.
IEEE Trans. Pattern Anal. Mach. Intell.
Bharath Ramesh, Hong Yang, Garrick Orchard, Ngoc Anh Le Thi, Shihao Zhang, Cheng Xiang
2020 — conf
Event-Based Attention and Tracking on Neuromorphic Hardware.
AICAS
Alpha Renner, Matthew Evanusa, Garrick Orchard, Yulia Sandamirskaya
2020 — conf
Live Demonstration: On-chip Few-shot Learning with Surrogate Gradient Descent on a Neuromorphic Processor.
AICAS
Kenneth Michael Stewart, Garrick Orchard, Sumit Bam Shrestha, Emre Neftci
2020 — conf
Neuromorphic Nearest Neighbor Search Using Intel's Pohoiki Springs.
NICE
Edward Paxon Frady, Garrick Orchard, David Florey, Nabil Imam, Ruokun Liu, Joyesh Mishra, Jonathan Tse, Andreas Wild, Friedrich T. Sommer, Mike Davies
2020 J jnl
Neuromorphic Nearest-Neighbor Search Using Intel's Pohoiki Springs.
CoRR
Edward Paxon Frady, Garrick Orchard, David Florey, Nabil Imam, Ruokun Liu, Joyesh Mishra, Jonathan Tse, Andreas Wild, Friedrich T. Sommer, Mike Davies
2020 — conf
On-chip Few-shot Learning with Surrogate Gradient Descent on a Neuromorphic Processor.
AICAS
Kenneth Michael Stewart, Garrick Orchard, Sumit Bam Shrestha, Emre Neftci
2020 J jnl
Online Few-Shot Gesture Learning on a Neuromorphic Processor.
IEEE J. Emerg. Sel. Topics Circuits Syst.
Kenneth Michael Stewart, Garrick Orchard, Sumit Bam Shrestha, Emre Neftci
2020 J jnl
Online Few-shot Gesture Learning on a Neuromorphic Processor.
CoRR
Kenneth Michael Stewart, Garrick Orchard, Sumit Bam Shrestha, Emre Neftci
2020 J jnl
e-TLD: Event-based Framework for Dynamic Object Tracking.
CoRR
Bharath Ramesh, Shihao Zhang, Hong Yang, Andrés Ussa, Matthew Ong, Garrick Orchard, Cheng Xiang
2019 J jnl
A low-power end-to-end hybrid neuromorphic framework for surveillance applications.
CoRR
Andrés Ussa, Luca Della Vedova, Vandana Reddy Padala, Deepak Singla, Jyotibdha Acharya, Charles Zhang Lei, Garrick Orchard, Arindam Basu, Bharath Ramesh
2019 — conf
Analog Weights in ReRAM DNN Accelerators.
AICAS
Jason Kamran Eshraghian, Sung-Mo Kang, Seungbum Baek, Garrick Orchard, Herbert Ho-Ching Iu, Wen Lei
2019 J jnl
EBBIOT: A Low-complexity Tracking Algorithm for Surveillance in IoVT Using Stationary Neuromorphic Vision Sensors.
CoRR
Jyotibdha Acharya, Andrés Ussa Caycedo, Vandana Reddy Padala, Rishi Raj Sidhu Singh, Garrick Orchard, Bharath Ramesh, Arindam Basu
2019 — conf
EBBIOT: A Low-complexity Tracking Algorithm for Surveillance in IoVT using Stationary Neuromorphic Vision Sensors.
SoCC
Jyotibdha Acharya, Andrés Ussa Caycedo, Vandana Reddy Padala, Rishi Raj Sidhu Singh, Garrick Orchard, Bharath Ramesh, Arindam Basu
2019 J jnl
Event-based Vision: A Survey.
CoRR
Guillermo Gallego, Tobi Delbruck, Garrick Orchard, Chiara Bartolozzi, Brian Taba, Andrea Censi, Stefan Leutenegger, Andrew J. Davison, Jörg Conradt, Kostas Daniilidis, Davide Scaramuzza
2019 J jnl
On-chip Few-shot Learning with Surrogate Gradient Descent on a Neuromorphic Processor.
CoRR
Kenneth Michael Stewart, Emre Neftci, Garrick Orchard, Sumit Bam Shrestha
2019 J jnl
PCA-RECT: An Energy-efficient Object Detection Approach for Event Cameras.
CoRR
Bharath Ramesh, Andrés Ussa, Luca Della Vedova, Hong Yang, Garrick Orchard
2018 J jnl
Active Perception With Dynamic Vision Sensors. Minimum Saccades With Optimum Recognition.
IEEE Trans. Biomed. Circuits Syst.
Amirreza Yousefzadeh, Garrick Orchard, Teresa Serrano-Gotarredona, Bernabé Linares-Barranco
2018 C conf
Event-based Plane-fitting Optical Flow for Dynamic Vision Sensors in FPGA.
ISCAS
Myo Tun Aung, Rodney Teo, Garrick Orchard
2018 J jnl
Guest Editorial Special Issue on Neuromorphic Computing and Cognitive Systems.
IEEE Trans. Cogn. Dev. Syst.
Huajin Tang, Tiejun Huang, Jeffrey L. Krichmar, Garrick Orchard, Arindam Basu
2018 C conf
Hybrid Neural Network, An Efficient Low-Power Digital Hardware Implementation of Event-based Artificial Neural Network.
ISCAS
Amirreza Yousefzadeh, Garrick Orchard, Evangelos Stromatias, Teresa Serrano-Gotarredona, Bernabé Linares-Barranco
2018 A conf
Long-term object tracking with a moving event camera.
BMVC
Bharath Ramesh, Shihao Zhang, Zhi Wei Lee, Zhi Gao, Garrick Orchard, Cheng Xiang
2018 — conf
PCA-RECT: An Energy-Efficient Object Detection Approach for Event Cameras.
ACCV Workshops
Bharath Ramesh, Andrés Ussa, Luca Della Vedova, Hong Yang, Garrick Orchard
2018 A* conf
SLAYER: Spike Layer Error Reassignment in Time.
NeurIPS
Sumit Bam Shrestha, Garrick Orchard
2018 J jnl
SLAYER: Spike Layer Error Reassignment in Time.
CoRR
Sumit Bam Shrestha, Garrick Orchard
2018 J jnl
Spatial and Temporal Downsampling in Event-Based Visual Classification.
IEEE Trans. Neural Networks Learn. Syst.
Gregory Cohen, Saeed Afshar, Garrick Orchard, Jonathan Tapson, Ryad Benosman, André van Schaik
2018 J jnl
Spiking Optical Flow for Event-Based Sensors Using IBM's TrueNorth Neurosynaptic System.
IEEE Trans. Biomed. Circuits Syst.
Germain Haessig, Andrew Cassidy, Rodrigo Alvarez-Icaza, Ryad Benosman, Garrick Orchard
2017 J jnl
DART: Distribution Aware Retinal Transform for Event-based Cameras.
CoRR
Bharath Ramesh, Hong Yang, Garrick Orchard, Ngoc Anh Le Thi, Cheng Xiang
2017 J jnl
HOTS: A Hierarchy of Event-Based Time-Surfaces for Pattern Recognition.
IEEE Trans. Pattern Anal. Mach. Intell.
Xavier Lagorce, Garrick Orchard, Francesco Galluppi, Bertram E. Shi, Ryad Benosman
2017 Misc conf
Neuromorphic self-driving robot with retinomorphic vision and spike-based processing/closed-loop control.
CISS
Kate D. Fischl, Gaspar Tognetti, Daniel R. Mendat, Garrick Orchard, John M. Rattray, Christos Sapsanis, Laura F. Campbell, Laxaviera Elphage, Tobias E. Niebur, Alejandro Pasciaroni, Valerie E. Rennoll, Heather Romney, Shamaria Walker, Philippe O. Pouliquen, Andreas G. Andreou
2017 — conf
Spike context: A neuromorphic descriptor for pattern recognition.
BioCAS
Bharath Ramesh, Ngoc Anh Le Thi, Garrick Orchard, Cheng Xiang
2017 J jnl
Spiking Optical Flow for Event-based Sensors Using IBM's TrueNorth Neurosynaptic System.
CoRR
Germain Haessig, Andrew Cassidy, Rodrigo Alvarez-Icaza, Ryad Benosman, Garrick Orchard
2016 — conf
Evaluating noise filtering for event-based asynchronous change detection image sensors.
BioRob
Daniel Czech, Garrick Orchard
2016 C conf
Real-time sensory information processing using the TrueNorth Neurosynaptic System.
ISCAS
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
2015 J jnl
Bioinspired Visual Motion Estimation.
CoRR
Garrick Orchard, Ralph Etienne-Cummings
2015 J jnl
Converting Static Image Datasets to Spiking Neuromorphic Datasets Using Saccades.
CoRR
Garrick Orchard, Ajinkya Jayawant, Gregory Cohen, Nitish V. Thakor
2015 J jnl
Fast Neuromimetic Object Recognition using FPGA Outperforms GPU Implementations.
CoRR
Garrick Orchard, Jacob G. Martin, R. Jacob Vogelstein, Ralph Etienne-Cummings
2015 J jnl
HFirst: A Temporal Approach to Object Recognition.
CoRR
Garrick Orchard, Cedric Meyer, Ralph Etienne-Cummings, Christoph Posch, Nitish V. Thakor, Ryad Benosman
2015 J jnl
HFirst: A Temporal Approach to Object Recognition.
IEEE Trans. Pattern Anal. Mach. Intell.
Garrick Orchard, Cedric Meyer, Ralph Etienne-Cummings, Christoph Posch, Nitish V. Thakor, Ryad Benosman
2015 C conf
Human vs. computer slot car racing using an event and frame-based DAVIS vision sensor.
ISCAS
Tobi Delbruck, Michael Pfeiffer, R. Juston, Garrick Orchard, Elias Mueggler, Alejandro Linares-Barranco, M. W. Tilden
2015 C conf
Live demonstration: Real-time event-driven object recognition on SpiNNaker.
ISCAS
Garrick Orchard, Xavier Lagorce, Christoph Posch, Steve B. Furber, Ryad Benosman, Francesco Galluppi
2015 C conf
Real-time event-driven spiking neural network object recognition on the SpiNNaker platform.
ISCAS
Garrick Orchard, Xavier Lagorce, Christoph Posch, Steve B. Furber, Ryad Benosman, Francesco Galluppi
2014 C conf
Accelerated frame-free time-encoded multi-step imaging.
ISCAS
Garrick Orchard, Daniel Matolin, Xavier Lagorce, Ryad Benosman, Christoph Posch
2014 J jnl
Bioinspired Visual Motion Estimation.
Proc. IEEE
Garrick Orchard, Ralph Etienne-Cummings
2014 — conf
Live demonstration: Event-driven high-speed imaging.
BioCAS
Daniel Matolin, Garrick Orchard, Jean-Baptiste Floderer, Christoph Posch
2014 — conf
Real-time object recognition and orientation estimation using an event-based camera and CNN.
BioCAS
Rohan Ghosh, Abhishek Mishra, Garrick Orchard, Nitish V. Thakor
2013 — conf
A spiking neural network architecture for visual motion estimation.
BioCAS
Garrick Orchard, Ryad Benosman, Ralph Etienne-Cummings, Nitish V. Thakor
2013 J jnl
Fast Neuromimetic Object Recognition Using FPGA Outperforms GPU Implementations.
IEEE Trans. Neural Networks Learn. Syst.
Garrick Orchard, Jacob G. Martin, R. Jacob Vogelstein, Ralph Etienne-Cummings
2013 — conf
Real-time motion estimation using spatiotemporal filtering in FPGA.
BioCAS
Garrick Orchard, Nitish V. Thakor, Ralph Etienne-Cummings
2012 J jnl
Real Time Compressive Sensing Video Reconstruction in Hardware.
IEEE J. Emerg. Sel. Topics Circuits Syst.
Garrick Orchard, Jie Zhang, Yuanming Suo, Minh Dao, Dzung T. Nguyen, Sang Chin, Christoph Posch, Trac D. Tran, Ralph Etienne-Cummings
2010 J jnl
Discriminating Multiple Nearby Targets Using Single-Ping Ultrasonic Scene Mapping.
IEEE Trans. Circuits Syst. I Regul. Pap.
Garrick Orchard, Ralph Etienne-Cummings
2010 J jnl
Optimization Methods for Spiking Neurons and Networks.
IEEE Trans. Neural Networks
Alexander F. Russell, Garrick Orchard, Yi Dong, Stefan Mihalas, Ernst Niebur, Jonathan Tapson, Ralph Etienne-Cummings
2009 Misc conf
Simulation of a single ping ultrasonic bearing estimation design using spatiotemporal filtering.
CISS
Garrick Orchard, Ralph Etienne-Cummings, Jamal Molin
2008 C conf
Configuring silicon neural networks using genetic algorithms.
ISCAS
Garrick Orchard, Alexander F. Russell, Kevin Mazurek, Francesco Tenore, Ralph Etienne-Cummings
2008 C conf
Implementing a neuromorphic cross-correlation engine with silicon neurons.
ISCAS
Fopefolu O. Folowosele, Francesco Tenore, Alexander F. Russell, Garrick Orchard, Mark P. Vismer, Jonathan Tapson, Ralph Etienne-Cummings
2007 C conf
Configuring of Spiking Central Pattern Generator Networks for Bipedal Walking Using Genetic Algorthms.
ISCAS
Alexander F. Russell, Garrick Orchard, Ralph Etienne-Cummings