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1

Low-Power Dynamic Object Detection and Classification With Freely Moving Event Cameras

Ramesh, Bharath, Ussa, AndrÃ©s, Della Vedova, Luca, Yang, Hong, Orchard, Garrick

Journal:

Frontiers in Neuroscience

Année:

2020

Fichier:

PDF, 1.29 MB

2020

2

[IEEE 2018 IEEE International Symposium on Circuits and Systems (ISCAS) - Florence, Italy (2018.5.27-2018.5.30)] 2018 IEEE International Symposium on Circuits and Systems (ISCAS) - Hybrid Neural Network, An Efficient Low-Power Digital Hardware Implementation of Event-based Artificial Neural Network

Yousefzadeh, Amirreza, Orchard, Garrick, Stromatias, Evangelos, Serrano-Gotarredona, Teresa, Linares-Barranco, Bernabe

Année:

2018

Langue:

english

Fichier:

PDF, 1.56 MB

english, 2018

3

[IEEE 2018 IEEE International Symposium on Circuits and Systems (ISCAS) - Florence, Italy (2018.5.27-2018.5.30)] 2018 IEEE International Symposium on Circuits and Systems (ISCAS) - Event-based Plane-fitting Optical Flow for Dynamic Vision Sensors in FPGA

Aung, Myo Tun, Teo, Rodney, Orchard, Garrick

Année:

2018

Langue:

english

Fichier:

PDF, 354 KB

english, 2018

4

[IEEE 2016 6th IEEE International Conference on Biomedical Robotics and Biomechatronics (BioRob) - Singapore, Singapore (2016.6.26-2016.6.29)] 2016 6th IEEE International Conference on Biomedical Robotics and Biomechatronics (BioRob) - Evaluating noise filtering for event-based asynchronous change detection image sensors

Czech, Daniel, Orchard, Garrick

Année:

2016

Langue:

english

Fichier:

PDF, 1.01 MB

english, 2016

5

Spiking Optical Flow for Event-Based Sensors Using IBM’s TrueNorth Neurosynaptic System

Haessig, Germain, Cassidy, Andrew, Alvarez, Rodrigo, Benosman, Ryad, Orchard, Garrick

Journal:

IEEE Transactions on Biomedical Circuits and Systems

Année:

2018

Langue:

english

Fichier:

PDF, 1.83 MB

english, 2018

6

Guest Editorial Special Issue on Neuromorphic Computing and Cognitive Systems

Tang, Huajin, Huang, Tiejun, Krichmar, Jeffrey L., Orchard, Garrick, Basu, Arindam

Journal:

IEEE Transactions on Cognitive and Developmental Systems

Année:

2018

Langue:

english

Fichier:

PDF, 225 KB

english, 2018

7

Real Time Compressive Sensing Video Reconstruction in Hardware

Orchard, Garrick, Zhang, Jie, Suo, Yuanming, Dao, Minh, Nguyen, Dzung T., Chin, Sang, Posch, Christoph, Tran, Trac D., Etienne-Cummings, Ralph

Journal:

IEEE Journal on Emerging and Selected Topics in Circuits and Systems

Année:

2012

Langue:

english

Fichier:

PDF, 3.23 MB

english, 2012

8

Fast Neuromimetic Object Recognition Using FPGA Outperforms GPU Implementations

Orchard, Garrick, Martin, Jacob G., Vogelstein, R. Jacob, Etienne-Cummings, Ralph

Journal:

IEEE Transactions on Neural Networks and Learning Systems

Année:

2013

Langue:

english

Fichier:

PDF, 871 KB

english, 2013

9

Discriminating Multiple Nearby Targets Using Single-Ping Ultrasonic Scene Mapping

Orchard, Garrick, Etienne-Cummings, Ralph

Journal:

IEEE Transactions on Circuits and Systems I: Regular Papers

Année:

2010

Langue:

english

Fichier:

PDF, 1.43 MB

english, 2010

10

[IEEE 2008 IEEE International Symposium on Circuits and Systems - ISCAS 2008 - Seattle, WA, USA (2008.05.18-2008.05.21)] 2008 IEEE International Symposium on Circuits and Systems - Implementing a neuromorphic cross-correlation engine with silicon neurons

Folowosele, Fopefolu, Tenore, Francesco, Russell, Alexander, Orchard, Garrick, Vismer, Mark, Tapson, Jonathan, Etienne-Cummings, Ralph

Année:

2008

Langue:

english

Fichier:

PDF, 236 KB

english, 2008

11

[IEEE 2014 IEEE International Symposium on Circuits and Systems (ISCAS) - Melbourne VIC, Australia (2014.6.1-2014.6.5)] 2014 IEEE International Symposium on Circuits and Systems (ISCAS) - Accelerated frame-free time-encoded multi-step imaging

Orchard, Garrick, Matolin, Daniel, Lagorce, Xavier, Benosman, Ryad, Posch, Christoph

Année:

2014

Langue:

english

Fichier:

PDF, 666 KB

english, 2014

12

[IEEE 2008 IEEE International Symposium on Circuits and Systems - ISCAS 2008 - Seattle, WA, USA (2008.05.18-2008.05.21)] 2008 IEEE International Symposium on Circuits and Systems - Configuring silicon neural networks using genetic algorithms

Orchard, Garrick, Russell, Alexander, Mazurek, Kevin, Tenore, Francesco, Etienne-Cummings, Ralph

Année:

2008

Langue:

english

Fichier:

PDF, 370 KB

english, 2008

13

HFirst: A Temporal Approach to Object Recognition

Orchard, Garrick, Meyer, Cedric, Etienne-Cummings, Ralph, Posch, Christoph, Thakor, Nitish, Benosman, Ryad

Journal:

IEEE Transactions on Pattern Analysis and Machine Intelligence

Année:

2015

Langue:

english

Fichier:

PDF, 520 KB

english, 2015

14

[IEEE 2007 IEEE International Symposium on Circuits and Systems - New Orleans, LA, USA (2007.05.27-2007.05.30)] 2007 IEEE International Symposium on Circuits and Systems - Configuring of Spiking Central Pattern Generator Networks for Bipedal Walking Using Genetic Algorthms

Russell, Alex, Orchard, Garrick, Etienne-Cummings, Ralph

Année:

2007

Langue:

english

Fichier:

PDF, 359 KB

english, 2007

15

[IEEE 2015 IEEE International Symposium on Circuits and Systems (ISCAS) - Lisbon, Portugal (2015.5.24-2015.5.27)] 2015 IEEE International Symposium on Circuits and Systems (ISCAS) - Real-time event-driven spiking neural network object recognition on the SpiNNaker platform

Orchard, Garrick, Lagorce, Xavier, Posch, Christoph, Furber, Steve B., Benosman, Ryad, Galluppi, Francesco

Année:

2015

Langue:

english

Fichier:

PDF, 444 KB

english, 2015

16

[IEEE 2015 IEEE International Symposium on Circuits and Systems (ISCAS) - Lisbon, Portugal (2015.5.24-2015.5.27)] 2015 IEEE International Symposium on Circuits and Systems (ISCAS) - Live demonstration: Real-time event-driven object recognition on SpiNNaker

Orchard, Garrick, Lagorce, Xavier, Posch, Christoph, Furber, Steve, Benosman, Ryad, Galluppi, Francesco

Année:

2015

Langue:

english

Fichier:

PDF, 669 KB

english, 2015

17

Spatial and Temporal Downsampling in Event-Based Visual Classification

Cohen, Gregory, Afshar, Saeed, Orchard, Garrick, Tapson, Jonathan, Benosman, Ryad, van Schaik, Andre

Journal:

IEEE Transactions on Neural Networks and Learning Systems

Année:

2018

Langue:

english

Fichier:

PDF, 2.05 MB

english, 2018

18

Active Perception With Dynamic Vision Sensors. Minimum Saccades With Optimum Recognition

Yousefzadeh, Amirreza, Orchard, Garrick, Serrano-Gotarredona, Teresa, Linares-Barranco, Bernabe

Journal:

IEEE Transactions on Biomedical Circuits and Systems

Année:

2018

Langue:

english

Fichier:

PDF, 1.62 MB

english, 2018

19

An Event-Driven Categorization Model for AER Image Sensors Using Multispike Encoding and Learning

Xiao, Rong, Tang, Huajin, Ma, Yuhao, Yan, Rui, Orchard, Garrick

Journal:

IEEE Transactions on Neural Networks and Learning Systems

Année:

2019

Fichier:

PDF, 2.26 MB

2019

20

Event-based Vision: A Survey

Gallego, Guillermo, Delbruck, Tobi, Orchard, Garrick Michael, Bartolozzi, Chiara, Taba, Brian, Censi, Andrea, Leutenegger, Stefan, Davison, Andrew, Conradt, Jorg, Daniilidis, Kostas, Scaramuzza, David

Journal:

IEEE Transactions on Pattern Analysis and Machine Intelligence

Année:

2020

Fichier:

PDF, 17.35 MB

2020

21

Online Few-shot Gesture Learning on a Neuromorphic Processor

Stewart, Kenneth, Orchard, Garrick, Shrestha, Sumit Bam, Neftci, Emre

Journal:

IEEE Journal on Emerging and Selected Topics in Circuits and Systems

Année:

2020

Fichier:

PDF, 9.41 MB

2020

22

Bioinspired Visual Motion Estimation

Orchard, Garrick, Etienne-Cummings, Ralph

Journal:

Proceedings of the IEEE

Année:

2014

Langue:

english

Fichier:

PDF, 1.86 MB

english, 2014

23

[IEEE 2009 IEEE Biomedical Circuits and Systems Conference (BioCAS) - Beijing, China (2009.11.26-2009.11.28)] 2009 IEEE Biomedical Circuits and Systems Conference - Applying neuromorphic vision sensors to planetary landing tasks

Orchard, Garrick, Bartolozzi, Chiara, Indiveri, Giacomo

Année:

2009

Langue:

english

Fichier:

PDF, 465 KB

english, 2009

24

[IEEE 2009 IEEE Biomedical Circuits and Systems Conference (BioCAS) - Beijing, China (2009.11.26-2009.11.28)] 2009 IEEE Biomedical Circuits and Systems Conference - Hebbian learning of visually directed reaching by a robot arm

Wang, Yiwen, Wu, Tingfan, Orchard, Garrick, Dudek, Piotr, Rucci, Michele, Shi, Bertram E.

Année:

2009

Langue:

english

Fichier:

PDF, 647 KB

english, 2009

25

[IEEE 2013 IEEE Biomedical Circuits and Systems Conference (BioCAS) - Rotterdam, Netherlands (2013.10.31-2013.11.2)] 2013 IEEE Biomedical Circuits and Systems Conference (BioCAS) - A spiking neural network architecture for visual motion estimation

Orchard, Garrick, Benosman, Ryad, Etienne-Cummings, Ralph, Thakor, Nitish V.

Année:

2013

Langue:

english

Fichier:

PDF, 575 KB

english, 2013

26

[IEEE 2013 IEEE Biomedical Circuits and Systems Conference (BioCAS) - Rotterdam, Netherlands (2013.10.31-2013.11.2)] 2013 IEEE Biomedical Circuits and Systems Conference (BioCAS) - Real-time motion estimation using spatiotemporal filtering in FPGA

Orchard, Garrick, Thakor, Nitish V., Etienne-Cummings, Ralph

Année:

2013

Langue:

english

Fichier:

PDF, 429 KB

english, 2013

27

[IEEE 2009 43rd Annual Conference on Information Sciences and Systems (CISS) - Baltimore, MD, USA (2009.03.18-2009.03.20)] 2009 43rd Annual Conference on Information Sciences and Systems - Simulation of a single ping ultrasonic bearing estimation design using spatiotemporal filtering

Orchard, Garrick, Etienne-Cummings, Ralph, Molin, Jamal

Année:

2009

Langue:

english

Fichier:

PDF, 220 KB

english, 2009

28

[IEEE 2014 IEEE Biomedical Circuits and Systems Conference (BioCAS) - Lausanne, Switzerland (2014.10.22-2014.10.24)] 2014 IEEE Biomedical Circuits and Systems Conference (BioCAS) Proceedings - Real-time object recognition and orientation estimation using an event-based camera and CNN

Ghosh, Rohan, Mishra, Abhishek, Orchard, Garrick, Thakor, Nitish V.

Année:

2014

Langue:

english

Fichier:

PDF, 852 KB

english, 2014

29

[IEEE 2014 IEEE Biomedical Circuits and Systems Conference (BioCAS) - Lausanne, Switzerland (2014.10.22-2014.10.24)] 2014 IEEE Biomedical Circuits and Systems Conference (BioCAS) Proceedings - Live demonstration: Event-driven high-speed imaging

Matolin, Daniel, Orchard, Garrick, Floderer, Jean-Baptiste, Posch, Christoph

Année:

2014

Langue:

english

Fichier:

PDF, 690 KB

english, 2014

30

HOTS: A Hierarchy Of event-based Time-Surfaces for pattern recognition

Lagorce, Xavier, Orchard, Garrick, Gallupi, Francesco, Shi, Bertram E., Benosman, Ryad

Journal:

IEEE Transactions on Pattern Analysis and Machine Intelligence

Année:

2016

Langue:

english

Fichier:

PDF, 1.58 MB

english, 2016

31

[IEEE 2017 51st Annual Conference on Information Sciences and Systems (CISS) - Baltimore, MD, USA (2017.3.22-2017.3.24)] 2017 51st Annual Conference on Information Sciences and Systems (CISS) - Neuromorphic self-driving robot with retinomorphic vision and spike-based processing/closed-loop control

Fischl, Kate D., Tognetti, Gaspar, Mendat, Daniel R., Orchard, Garrick, Rattray, John, Sapsanis, Christos, Campbell, Laura F., Elphage, Laxaviera, Niebur, Tobias E., Pasciaroni, Alejandro, Rennoll, Va

Année:

2017

Langue:

english

Fichier:

PDF, 6.99 MB

english, 2017

32

[IEEE 2017 IEEE Biomedical Circuits and Systems Conference (BioCAS) - Torino (2017.10.19-2017.10.21)] 2017 IEEE Biomedical Circuits and Systems Conference (BioCAS) - Spike context: A neuromorphic descriptor for pattern recognition

Ramesh, Bharath, Le Thi, Ngoc Anh, Orchard, Garrick, Xiang, Cheng

Année:

2017

Langue:

english

Fichier:

PDF, 183 KB

english, 2017

33

Converting Static Image Datasets to Spiking Neuromorphic Datasets Using Saccades

Orchard, Garrick, Jayawant, Ajinkya, Cohen, Gregory K., Thakor, Nitish

Journal:

Frontiers in Neuroscience

Année:

2015

Langue:

english

Fichier:

PDF, 2.68 MB

english, 2015

34

Benchmarking neuromorphic vision: lessons learnt from computer vision

Tan, Cheston, Lallee, Stephane, Orchard, Garrick

Journal:

Frontiers in Neuroscience

Année:

2015

Langue:

english

Fichier:

PDF, 1.43 MB

english, 2015

35

Neuromorphic Event-Based 3D Pose Estimation

Reverter Valeiras, David, Orchard, Garrick, Ieng, Sio-Hoi, Benosman, Ryad B.

Journal:

Frontiers in Neuroscience

Année:

2016

Langue:

english

Fichier:

PDF, 3.15 MB

english, 2016

36

Skimming Digits: Neuromorphic Classification of Spike-Encoded Images

Cohen, Gregory K., Orchard, Garrick, Leng, Sio-Hoi, Tapson, Jonathan, Benosman, Ryad B., van Schaik, André

Journal:

Frontiers in Neuroscience

Année:

2016

Langue:

english

Fichier:

PDF, 2.48 MB

english, 2016

37

A Noise Filtering Algorithm for Event-Based Asynchronous Change Detection Image Sensors on TrueNorth and Its Implementation on TrueNorth

Padala, Vandana, Basu, Arindam, Orchard, Garrick

Journal:

Frontiers in Neuroscience

Année:

2018

Langue:

english

Fichier:

PDF, 3.10 MB

english, 2018

38

Event-Based Stereo Depth Estimation Using Belief Propagation

Xie, Zhen, Chen, Shengyong, Orchard, Garrick

Journal:

Frontiers in Neuroscience

Année:

2017

Langue:

english

Fichier:

PDF, 3.18 MB

english, 2017

39

[IEEE 2019 IEEE International Conference on Artificial Intelligence Circuits and Systems (AICAS) - Hsinchu, Taiwan (2019.3.18-2019.3.20)] 2019 IEEE International Conference on Artificial Intelligence Circuits and Systems (AICAS) - Analog Weights in ReRAM DNN Accelerators

Eshraghian, Jason K., Kang, Sung-Mo, Baek, Seungbum, Orchard, Garrick, Iu, Herbert Ho-Ching, Lei, Wen

Année:

2019

Langue:

english

Fichier:

PDF, 6.64 MB

english, 2019

40

[IEEE 2020 2nd IEEE International Conference on Artificial Intelligence Circuits and Systems (AICAS) - Genova, Italy (2020.8.31-2020.9.2)] 2020 2nd IEEE International Conference on Artificial Intelligence Circuits and Systems (AICAS) - Live Demonstration: On-chip Few-shot Learning with Surrogate Gradient Descent on a Neuromorphic Processor

Stewart, Kenneth, Orchard, Garrick, Shrestha, Sumit Bam, Neftci, Emre

Année:

2020

Fichier:

PDF, 54 KB

2020

41

[IEEE 2020 2nd IEEE International Conference on Artificial Intelligence Circuits and Systems (AICAS) - Genova, Italy (2020.8.31-2020.9.2)] 2020 2nd IEEE International Conference on Artificial Intelligence Circuits and Systems (AICAS) - Event-Based Attention and Tracking on Neuromorphic Hardware

Renner, Alpha, Evanusa, Matthew, Orchard, Garrick, Sandamirskaya, Yulia

Année:

2020

Fichier:

PDF, 64 KB

2020

42

[IEEE 2020 2nd IEEE International Conference on Artificial Intelligence Circuits and Systems (AICAS) - Genova, Italy (2020.8.31-2020.9.2)] 2020 2nd IEEE International Conference on Artificial Intelligence Circuits and Systems (AICAS) - On-chip Few-shot Learning with Surrogate Gradient Descent on a Neuromorphic Processor

Stewart, Kenneth, Orchard, Garrick, Shrestha, Sumit Bam, Neftci, Emre

Année:

2020

Fichier:

PDF, 250 KB

2020

43

[IEEE 2019 32nd IEEE International System-on-Chip Conference (SOCC) - Singapore (2019.9.3-2019.9.6)] 2019 32nd IEEE International System-on-Chip Conference (SOCC) - EBBIOT: A Low-complexity Tracking Algorithm for Surveillance in IoVT using Stationary Neuromorphic Vision Sensors

Acharya, Jyotibdha, Caycedo, Andres Ussa, Padala, Vandana Reddy, Sidhu, Rishi Raj Singh, Orchard, Garrick, Ramesh, Bharath, Basu, Arindam

Année:

2019

Fichier:

PDF, 217 KB

2019