Garrick Orchard

Orcid: 0000-0002-1243-2711

According to our database1, Garrick Orchard authored at least 53 papers between 2007 and 2024.

Collaborative distances:

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

Online presence:

On csauthors.net:

Bibliography

2024
Emulating Brain-like Rapid Learning in Neuromorphic Edge Computing.
CoRR, 2024

2023
The Intel neuromorphic DNS challenge.
Neuromorph. Comput. Eng., September, 2023

Ultra-low-power Image Classification on Neuromorphic Hardware.
CoRR, 2023

2022
Efficient Neuromorphic Signal Processing with Resonator Neurons.
J. Signal Process. Syst., 2022

Event-Based Vision: A Survey.
IEEE Trans. Pattern Anal. Mach. Intell., 2022

2021
e-TLD: Event-Based Framework for Dynamic Object Tracking.
IEEE Trans. Circuits Syst. Video Technol., 2021

ESPEE: Event-Based Sensor Pose Estimation Using an Extended Kalman Filter.
Sensors, 2021

Advancing Neuromorphic Computing With Loihi: A Survey of Results and Outlook.
Proc. IEEE, 2021

Efficient Neuromorphic Signal Processing with Loihi 2.
Proceedings of the IEEE Workshop on Signal Processing Systems, 2021

2020
An Event-Driven Categorization Model for AER Image Sensors Using Multispike Encoding and Learning.
IEEE Trans. Neural Networks Learn. Syst., 2020

DART: Distribution Aware Retinal Transform for Event-Based Cameras.
IEEE Trans. Pattern Anal. Mach. Intell., 2020

Online Few-Shot Gesture Learning on a Neuromorphic Processor.
IEEE J. Emerg. Sel. Topics Circuits Syst., 2020

Neuromorphic Nearest Neighbor Search Using Intel's Pohoiki Springs.
Proceedings of the NICE '20: Neuro-inspired Computational Elements Workshop, 2020

On-chip Few-shot Learning with Surrogate Gradient Descent on a Neuromorphic Processor.
Proceedings of the 2nd IEEE International Conference on Artificial Intelligence Circuits and Systems, 2020

Live Demonstration: On-chip Few-shot Learning with Surrogate Gradient Descent on a Neuromorphic Processor.
Proceedings of the 2nd IEEE International Conference on Artificial Intelligence Circuits and Systems, 2020

Event-Based Attention and Tracking on Neuromorphic Hardware.
Proceedings of the 2nd IEEE International Conference on Artificial Intelligence Circuits and Systems, 2020

2019
A low-power end-to-end hybrid neuromorphic framework for surveillance applications.
CoRR, 2019

EBBIOT: A Low-complexity Tracking Algorithm for Surveillance in IoVT using Stationary Neuromorphic Vision Sensors.
Proceedings of the 32nd IEEE International System-on-Chip Conference, 2019

Analog Weights in ReRAM DNN Accelerators.
Proceedings of the IEEE International Conference on Artificial Intelligence Circuits and Systems, 2019

2018
Spatial and Temporal Downsampling in Event-Based Visual Classification.
IEEE Trans. Neural Networks Learn. Syst., 2018

Active Perception With Dynamic Vision Sensors. Minimum Saccades With Optimum Recognition.
IEEE Trans. Biomed. Circuits Syst., 2018

Spiking Optical Flow for Event-Based Sensors Using IBM's TrueNorth Neurosynaptic System.
IEEE Trans. Biomed. Circuits Syst., 2018

Guest Editorial Special Issue on Neuromorphic Computing and Cognitive Systems.
IEEE Trans. Cogn. Dev. Syst., 2018

SLAYER: Spike Layer Error Reassignment in Time.
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Hybrid Neural Network, An Efficient Low-Power Digital Hardware Implementation of Event-based Artificial Neural Network.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2018

Event-based Plane-fitting Optical Flow for Dynamic Vision Sensors in FPGA.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2018

Long-term object tracking with a moving event camera.
Proceedings of the British Machine Vision Conference 2018, 2018

PCA-RECT: An Energy-Efficient Object Detection Approach for Event Cameras.
Proceedings of the Computer Vision - ACCV 2018 Workshops, 2018

2017
HOTS: A Hierarchy of Event-Based Time-Surfaces for Pattern Recognition.
IEEE Trans. Pattern Anal. Mach. Intell., 2017

DART: Distribution Aware Retinal Transform for Event-based Cameras.
CoRR, 2017

Neuromorphic self-driving robot with retinomorphic vision and spike-based processing/closed-loop control.
Proceedings of the 51st Annual Conference on Information Sciences and Systems, 2017

Spike context: A neuromorphic descriptor for pattern recognition.
Proceedings of the IEEE Biomedical Circuits and Systems Conference, 2017

2016
Real-time sensory information processing using the TrueNorth Neurosynaptic System.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2016

Evaluating noise filtering for event-based asynchronous change detection image sensors.
Proceedings of the 6th IEEE International Conference on Biomedical Robotics and Biomechatronics, 2016

2015
HFirst: A Temporal Approach to Object Recognition.
IEEE Trans. Pattern Anal. Mach. Intell., 2015

Converting Static Image Datasets to Spiking Neuromorphic Datasets Using Saccades.
CoRR, 2015

Real-time event-driven spiking neural network object recognition on the SpiNNaker platform.
Proceedings of the 2015 IEEE International Symposium on Circuits and Systems, 2015

Live demonstration: Real-time event-driven object recognition on SpiNNaker.
Proceedings of the 2015 IEEE International Symposium on Circuits and Systems, 2015

Human vs. computer slot car racing using an event and frame-based DAVIS vision sensor.
Proceedings of the 2015 IEEE International Symposium on Circuits and Systems, 2015

2014
Bioinspired Visual Motion Estimation.
Proc. IEEE, 2014

Accelerated frame-free time-encoded multi-step imaging.
Proceedings of the IEEE International Symposium on Circuits and Systemss, 2014

Live demonstration: Event-driven high-speed imaging.
Proceedings of the IEEE Biomedical Circuits and Systems Conference, 2014

Real-time object recognition and orientation estimation using an event-based camera and CNN.
Proceedings of the IEEE Biomedical Circuits and Systems Conference, 2014

2013
Fast Neuromimetic Object Recognition Using FPGA Outperforms GPU Implementations.
IEEE Trans. Neural Networks Learn. Syst., 2013

Real-time motion estimation using spatiotemporal filtering in FPGA.
Proceedings of the 2013 IEEE Biomedical Circuits and Systems Conference (BioCAS), Rotterdam, The Netherlands, October 31, 2013

A spiking neural network architecture for visual motion estimation.
Proceedings of the 2013 IEEE Biomedical Circuits and Systems Conference (BioCAS), Rotterdam, The Netherlands, October 31, 2013

2012
Real Time Compressive Sensing Video Reconstruction in Hardware.
IEEE J. Emerg. Sel. Topics Circuits Syst., 2012

2010
Optimization Methods for Spiking Neurons and Networks.
IEEE Trans. Neural Networks, 2010

Discriminating Multiple Nearby Targets Using Single-Ping Ultrasonic Scene Mapping.
IEEE Trans. Circuits Syst. I Regul. Pap., 2010

2009
Simulation of a single ping ultrasonic bearing estimation design using spatiotemporal filtering.
Proceedings of the 43rd Annual Conference on Information Sciences and Systems, 2009

2008
Configuring silicon neural networks using genetic algorithms.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2008), 2008

Implementing a neuromorphic cross-correlation engine with silicon neurons.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2008), 2008

2007
Configuring of Spiking Central Pattern Generator Networks for Bipedal Walking Using Genetic Algorthms.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2007), 2007


  Loading...