Ryad Benosman

ORCID

Publication Activity (10 Years)

Years Active: 1996-2024
Publications (10 Years): 55

Top Venues

CoRR

ISCAS

IEEE Trans. Neural Networks Learn. Syst.

Neural Comput.

Publications

Seth Roffe, Himanshu Akolkar, Alan D. George, Ryad Benosman
Radiation-Induced Noise Resilience of Neuromorphic Architectures. J. Aerosp. Inf. Syst. 21 (1) (2024)
Daniel C. Stumpp, Himanshu Akolkar, Alan D. George, Ryad Benosman
Flow-Based Visual Stream Compression for Event Cameras. CoRR (2024)
Marco Rasetto, Himanshu Akolkar, Ryad Benosman
Sup3r: A Semi-Supervised Algorithm for increasing Sparsity, Stability, and Separability in Hierarchy Of Time-Surfaces architectures. CoRR (2024)
Urbano Miguel Nunes, Ryad Benosman, Sio-Hoi Ieng
Adaptive Global Decay Process for Event Cameras. CVPR (2023)
Pathik Sahoo, Pushpendra Singh, Komal Saxena, Subrata Ghosh, Ravindra P. Singh, Ryad Benosman, Jonathan P. Hill, Tomonobu Nakayama, Anirban Bandyopadhyay
A general-purpose organic gel computer that learns by itself. Neuromorph. Comput. Eng. 3 (4) (2023)
Marco Rasetto, Qingzhou Wan, Himanshu Akolkar, Feng Xiong, Bertram E. Shi, Ryad Benosman
Building Time-Surfaces by Exploiting the Complex Volatility of an ECRAM Memristor. IEEE J. Emerg. Sel. Topics Circuits Syst. 13 (4) (2023)
Himanshu Akolkar, Sio-Hoi Ieng, Ryad Benosman
Real-Time High Speed Motion Prediction Using Fast Aperture-Robust Event-Driven Visual Flow. IEEE Trans. Pattern Anal. Mach. Intell. 44 (1) (2022)
Marco Rasetto, Qingzhou Wan, Himanshu Akolkar, Bertram E. Shi, Feng Xiong, Ryad Benosman
The Challenges Ahead for Bio-inspired Neuromorphic Event Processors: How Memristors Dynamic Properties Could Revolutionize Machine Learning. CoRR (2022)
Omar Oubari, Georgios Exarchakis, Gregor Lenz, Ryad Benosman, Sio-Hoi Ieng
Efficient spatio-temporal feature clustering for large event-based datasets. Neuromorph. Comput. Eng. 2 (4) (2022)
Qingzhou Wan, Marco Rasetto, Mohammad T. Sharbati, John R. Erickson, Sridhar Reddy Velagala, Matthew T. Reilly, Yiyang Li, Ryad Benosman, Feng Xiong
Low-Voltage Electrochemical Li x WO 3 Synapses with Temporal Dynamics for Spiking Neural Networks. Adv. Intell. Syst. 3 (9) (2021)
Seth Roffe, Himanshu Akolkar, Alan D. George, Bernabé Linares-Barranco, Ryad Benosman
Neutron-Induced, Single-Event Effects on Neuromorphic Event-Based Vision Sensor: A First Step and Tools to Space Applications. IEEE Access 9 (2021)
Antoine Grimaldi, Victor Boutin, Laurent Perrinet, Sio-Hoi Ieng, Ryad Benosman
A homeostatic gain control mechanism to improve event-driven object recognition. CBMI (2021)
Marco Rasetto, Juan Pedro Dominguez-Morales, Angel Jiménez-Fernandez, Ryad Benosman
Event Based Time-Vectors for auditory features extraction: a neuromorphic approach for low power audio recognition. CoRR (2021)
Stephen J. Maybank, Sio-Hoi Ieng, Davide Migliore, Ryad Benosman
Optical flow estimation using the Fisher-Rao metric. Neuromorph. Comput. Eng. 1 (2) (2021)
Germain Haessig, Daniel García-Lesta, Gregor Lenz, Ryad Benosman, Piotr Dudek
A Mixed-Signal Spatio-Temporal Signal Classifier for On-Sensor Spike Sorting. ISCAS (2020)
John V. Monaco, Ryad Benosman
General Purpose Computation with Spiking Neural Networks: Programming, Design Principles, and Patterns. NICE (2020)
Ricardo Tapiador-Morales, Jean-Matthieu Maro, Angel Jiménez-Fernandez, Gabriel Jiménez-Moreno, Ryad Benosman, Alejandro Linares-Barranco
Event-Based Gesture Recognition through a Hierarchy of Time-Surfaces for FPGA. Sensors 20 (12) (2020)
Jean-Matthieu Maro, Gregor Lenz, Christopher Reeves, Ryad Benosman
Event-based Visual Gesture Recognition with Background Suppression running on a smart-phone. FG (2019)
David Reverter Valeiras, Xavier Clady, Sio-Hoi Ieng, Ryad Benosman
Event-Based Line Fitting and Segment Detection Using a Neuromorphic Visual Sensor. IEEE Trans. Neural Networks Learn. Syst. 30 (4) (2019)
Mina A. Khoei, Sio-Hoi Ieng, Ryad Benosman
Asynchronous Event-Based Motion Processing: From Visual Events to Probabilistic Sensory Representation. Neural Comput. 31 (6) (2019)
Germain Haessig, Francesco Galluppi, Xavier Lagorce, Ryad Benosman
Neuromorphic networks on the SpiNNaker platform. AICAS (2019)
Laurent Dardelet, Sio-Hoi Ieng, Ryad Benosman
Event-Based Features Selection and Tracking from Intertwined Estimation of Velocity and Generative Contours. CoRR (2018)
Jean-Matthieu Maro, Ryad Benosman
Event-based Gesture Recognition with Dynamic Background Suppression using Smartphone Computational Capabilities. CoRR (2018)
T. Leroux, Sio-Hoi Ieng, Ryad Benosman
Event-Based Structured Light for Depth Reconstruction using Frequency Tagged Light Patterns. CoRR (2018)
Amos Sironi, Manuele Brambilla, Nicolas Bourdis, Xavier Lagorce, Ryad Benosman
HATS: Histograms of Averaged Time Surfaces for Robust Event-Based Object Classification. CVPR (2018)
Himanshu Akolkar, Sio-Hoi Ieng, Ryad Benosman
See before you see: Real-time high speed motion prediction using fast aperture-robust event-driven visual flow. CoRR (2018)
Germain Haessig, Andrew Cassidy, Rodrigo Alvarez-Icaza, Ryad Benosman, Garrick Orchard
Spiking Optical Flow for Event-Based Sensors Using IBM's TrueNorth Neurosynaptic System. IEEE Trans. Biomed. Circuits Syst. 12 (4) (2018)
Gregory Cohen, Saeed Afshar, Garrick Orchard, Jonathan Tapson, Ryad Benosman, André van Schaik
Spatial and Temporal Downsampling in Event-Based Visual Classification. IEEE Trans. Neural Networks Learn. Syst. 29 (10) (2018)
Amos Sironi, Manuele Brambilla, Nicolas Bourdis, Xavier Lagorce, Ryad Benosman
HATS: Histograms of Averaged Time Surfaces for Robust Event-based Object Classification. CoRR (2018)
Luis A. Camuñas-Mesa, Teresa Serrano-Gotarredona, Sio-Hoi Ieng, Ryad Benosman, Bernabé Linares-Barranco
Event-Driven Stereo Visual Tracking Algorithm to Solve Object Occlusion. IEEE Trans. Neural Networks Learn. Syst. 29 (9) (2018)
Germain Haessig, Ryad Benosman
A Sparse Coding Multi-Scale Precise-Timing Machine Learning Algorithm for Neuromorphic Event-Based Sensors. CoRR (2018)
Francesco Galluppi, Guillaume Chenegros, Didier Pruneau, Nacer Boussahoul, Gilles Cordurié, Charlie Galle, Nicolas Oddo, Xavier Lagorce, Christoph Posch, Proshato Shabestary, Joël Chavas, Ryad Benosman
Live Demonstration: A Wearable Device for Optogenetic Vision Restoration. ISCAS (2018)
Gregor Lenz, Sio-Hoi Ieng, Ryad Benosman
Event-based Dynamic Face Detection and Tracking Based on Activity. CoRR (2018)
Marco Macanovic, Fabian Chersi, Félix Rutard, Sio-Hoi Ieng, Ryad Benosman
When Conventional machine learning meets neuromorphic engineering: Deep Temporal Networks (DTNets) a machine learning frawmework allowing to operate on Events and Frames and implantable on Tensor Flow Like Hardware. CoRR (2018)
Xavier Berthelon, Guillaume Chenegros, Thomas Finateu, Sio-Hoi Ieng, Ryad Benosman
Effects of Cooling on the SNR and Contrast Detection of a Low-Light Event-Based Camera. IEEE Trans. Biomed. Circuits Syst. 12 (6) (2018)
Xavier Lagorce, Garrick Orchard, Francesco Galluppi, Bertram E. Shi, Ryad Benosman
HOTS: A Hierarchy of Event-Based Time-Surfaces for Pattern Recognition. IEEE Trans. Pattern Anal. Mach. Intell. 39 (7) (2017)
Germain Haessig, Andrew Cassidy, Rodrigo Alvarez-Icaza, Ryad Benosman, Garrick Orchard
Spiking Optical Flow for Event-based Sensors Using IBM's TrueNorth Neurosynaptic System. CoRR (2017)
Francesco Galluppi, Guillaume Chenegros, Didier Pruneau, Gilles Cordurié, Charlie Galle, Nicolas Oddo, Xavier Lagorce, Christoph Posch, Joël Chavas, Ryad Benosman
Live demonstration: A stimulation platform for optogenetic and bionic vision restoration. ISCAS (2017)
Francesco Galluppi, Didier Pruneau, Joël Chavas, Xavier Lagorce, Christoph Posch, Guillaume Chenegros, Gilles Cordurié, Charlie Galle, Nicolas Oddo, Ryad Benosman
A stimulation platform for optogenetic and bionic vision restoration. ISCAS (2017)
Zhaohui Wu, Ryad Benosman, Huajin Tang, Shih-Chii Liu
Guest Editorial Learning in Neuromorphic Systems and Cyborg Intelligence. IEEE Trans. Neural Networks Learn. Syst. 28 (4) (2017)
Quentin Sabatier, Sio-Hoi Ieng, Ryad Benosman
Asynchronous Event-Based Fourier Analysis. IEEE Trans. Image Process. 26 (5) (2017)
Michela Ferron, Nadia Mana, Ornella Mich, Leonardo Badino, Ryad Benosman
Designing, Implementing and Evaluating Mid-Air Gestures and Speech-Based Interaction. CHItaly (2017)
Xavier Lagorce, Cedric Meyer, Sio-Hoi Ieng, David Filliat, Ryad Benosman
Asynchronous Event-Based Multikernel Algorithm for High-Speed Visual Features Tracking. IEEE Trans. Neural Networks Learn. Syst. 26 (8) (2015)
Xavier Lagorce, Ryad Benosman
STICK: Spike Time Interval Computational Kernel, a Framework for General Purpose Computation Using Neurons, Precise Timing, Delays, and Synchrony. Neural Comput. 27 (11) (2015)
David Reverter Valeiras, Xavier Lagorce, Xavier Clady, Chiara Bartolozzi, Sio-Hoi Ieng, Ryad Benosman
An Asynchronous Neuromorphic Event-Driven Visual Part-Based Shape Tracking. IEEE Trans. Neural Networks Learn. Syst. 26 (12) (2015)
Zhenjiang Ni, Sio-Hoi Ieng, Christoph Posch, Stéphane Régnier, Ryad Benosman
Visual Tracking Using Neuromorphic Asynchronous Event-Based Cameras. Neural Comput. 27 (4) (2015)
Moritz B. Milde, Olivier J. N. Bertrand, Ryad Benosman, Martin Egelhaaf, Elisabetta Chicca
Bioinspired event-driven collision avoidance algorithm based on optic flow. EBCCSP (2015)
Xavier Clady, Sio-Hoi Ieng, Ryad Benosman
Asynchronous event-based corner detection and matching. Neural Networks 66 (2015)
Garrick Orchard, Xavier Lagorce, Christoph Posch, Steve B. Furber, Ryad Benosman, Francesco Galluppi
Real-time event-driven spiking neural network object recognition on the SpiNNaker platform. ISCAS (2015)
Himanshu Akolkar, Cedric Meyer, Xavier Clady, Olivier Marre, Chiara Bartolozzi, Stefano Panzeri, Ryad Benosman
What Can Neuromorphic Event-Driven Precise Timing Add to Spike-Based Pattern Recognition? Neural Comput. 27 (3) (2015)
Garrick Orchard, Xavier Lagorce, Christoph Posch, Steve B. Furber, Ryad Benosman, Francesco Galluppi
Live demonstration: Real-time event-driven object recognition on SpiNNaker. ISCAS (2015)
Garrick Orchard, Cedric Meyer, Ralph Etienne-Cummings, Christoph Posch, Nitish V. Thakor, Ryad Benosman
HFirst: A Temporal Approach to Object Recognition. CoRR (2015)
Himanshu Akolkar, David Reverter Valeiras, Ryad Benosman, Chiara Bartolozzi
Visual-auditory saliency detection using event-driven visual sensors. EBCCSP (2015)
Garrick Orchard, Cedric Meyer, Ralph Etienne-Cummings, Christoph Posch, Nitish V. Thakor, Ryad Benosman
HFirst: A Temporal Approach to Object Recognition. IEEE Trans. Pattern Anal. Mach. Intell. 37 (10) (2015)
Xavier Lagorce, Ryad Benosman
STICK: Spike Time Interval Computational Kernel, A Framework for General Purpose Computation using Neurons, Precise Timing, Delays, and Synchrony. CoRR (2015)
Garrick Orchard, Daniel Matolin, Xavier Lagorce, Ryad Benosman, Christoph Posch
Accelerated frame-free time-encoded multi-step imaging. ISCAS (2014)
Luis A. Camuñas-Mesa, Teresa Serrano-Gotarredona, Bernabé Linares-Barranco, Sio-Hoi Ieng, Ryad Benosman
Event-driven stereo vision with orientation filters. ISCAS (2014)
Zhenjiang Ni, Munan Yin, Cécile Pacoret, Ryad Benosman, Stéphane Régnier
First high speed simultaneous force feedback for multi-trap optical tweezers. AIM (2014)
Hanme Kim, Ankur Handa, Ryad Benosman, Sio-Hoi Ieng, Andrew J. Davison
Simultaneous Mosaicing and Tracking with an Event Camera. BMVC (2014)
Sio-Hoi Ieng, Christoph Posch, Ryad Benosman
Asynchronous Neuromorphic Event-Driven Image Filtering. Proc. IEEE 102 (10) (2014)
Ryad Benosman, Charles Clercq, Xavier Lagorce, Sio-Hoi Ieng, Chiara Bartolozzi
Event-Based Visual Flow. IEEE Trans. Neural Networks Learn. Syst. 25 (2) (2014)
Xavier Lagorce, Cedric Meyer, Sio-Hoi Ieng, David Filliat, Ryad Benosman
Live demonstration: Neuromorphic event-based multi-kernel algorithm for high speed visual features tracking. BioCAS (2014)
Fengchun Dong, Sio-Hoi Ieng, Xavier Savatier, Ralph Etienne-Cummings, Ryad Benosman
Plenoptic cameras in real-time robotics. Int. J. Robotics Res. 32 (2) (2013)
João Carneiro, Sio-Hoi Ieng, Christoph Posch, Ryad Benosman
Event-based 3D reconstruction from neuromorphic retinas. Neural Networks 45 (2013)
Xavier Lagorce, Sio-Hoi Ieng, Ryad Benosman
Event-based features for robotic vision. IROS (2013)
Zhenjiang Ni, Cécile Pacoret, Ryad Benosman, Stéphane Régnier
2D high speed force feedback teleoperation of optical tweezers. ICRA (2013)
Teresa Serrano-Gotarredona, Jongkil Park, Alejandro Linares-Barranco, Angel Jiménez-Fernandez, Ryad Benosman, Bernabé Linares-Barranco
Improved contrast sensitivity DVS and its application to event-driven stereo vision. ISCAS (2013)
Garrick Orchard, Ryad Benosman, Ralph Etienne-Cummings, Nitish V. Thakor
A spiking neural network architecture for visual motion estimation. BioCAS (2013)
Stephen J. Maybank, Sio-Hoi Ieng, Ryad Benosman
A Fisher-Rao Metric for Paracatadioptric Images of Lines. Int. J. Comput. Vis. 99 (2) (2012)
Zhenjiang Ni, Aude Bolopion, Joël Agnus, Ryad Benosman, Stéphane Régnier
Asynchronous Event-Based Visual Shape Tracking for Stable Haptic Feedback in Microrobotics. IEEE Trans. Robotics 28 (5) (2012)
Aude Bolopion, Zhenjiang Ni, Joël Agnus, Ryad Benosman, Stéphane Régnier
Stable haptic feedback based on a dynamic vision sensor for microrobotics. IROS (2012)
Ryad Benosman, Sio-Hoi Ieng, Charles Clercq, Chiara Bartolozzi, Mandyam V. Srinivasan
Asynchronous frameless event-based optical flow. Neural Networks 27 (2012)
Paul Rogister, Ryad Benosman, Sio-Hoi Ieng, Patrick Lichtsteiner, Tobi Delbrück
Asynchronous Event-Based Binocular Stereo Matching. IEEE Trans. Neural Networks Learn. Syst. 23 (2) (2012)
David Filliat, Emmanuel Battesti, Stéphane Bazeille, Guillaume Duceux, Alexander Gepperth, Lotfi Harrath, Islem Jebari, Rafael Pereira, Adriana Tapus, Cedric Meyer, Sio-Hoi Ieng, Ryad Benosman, Eddy Cizeron, Jean-Charles Mamanna, Benoit Pothier
RGBD object recognition and visual texture classification for indoor semantic mapping. TePRA (2012)
Chiara Bartolozzi, Charles Clercq, Neeraj K. Mandloi, Francesco Rea, Giacomo Indiveri, Daniel Bernhard Fasnacht, Giorgio Metta, Michael Hofstätter, Ryad Benosman
eMorph: Towards Neuromorphic Robotic Vision. FET (2011)
Ryad Benosman, Sio-Hoi Ieng, Paul Rogister, Christoph Posch
Asynchronous Event-Based Hebbian Epipolar Geometry. IEEE Trans. Neural Networks 22 (11) (2011)
Richard Chang, Sio-Hoi Ieng, Ryad Benosman
Auto-organized visual perception using distributed camera network. Robotics Auton. Syst. 57 (11) (2009)
Loïc Lachèze, Yan Guo, Ryad Benosman, Bruno Gas, Charlie Couverture
Audio/video fusion for objects recognition. IROS (2009)
Loïc Lachèze, Ryad Benosman
Image sampling for localization using entropy. ICPR (2008)
Loïc Lachèze, Ryad Benosman, Jean-Arcady Meyer
Integration of an Omnidirectional Visual System with the Control Architecture of Psikharpax. SAB (2008)
Richard Chang, Sio-Hoi Ieng, Ryad Benosman
Using structures to synchronize cameras of robots swarms. IROS (2008)
Vincent Guitteny, Ryad Benosman, Christophe Charbuillet
Synchronizing Video Sequences from Temporal Epipolar Lines Analysis. ACIVS (2008)
Richard Chang, Sio-Hoi Ieng, Ryad Benosman
Shapes to synchronize camera networks. ICPR (2008)
Richard Chang, Sio-Hoi Ieng, Ryad Benosman
Synchronization Using Shapes. BMVC (2008)
Loïc Lachèze, Ryad Benosman
Visual localization using an optimal sampling of bags-of-features with entropy applied to repeatable test methods. IROS (2007)
Hugo Romero, Sergio Salazar, Rogelio Lozano, Ryad Benosman
Real-time visual servoing control of a four-rotor rotorcraft. ALCOSP (2007)
Laurent Smadja, Ryad Benosman, Jean Devars
Hybrid Stereo Configurations Through a Cylindrical Sensor Calibration. Mach. Vis. Appl. 17 (4) (2006)
Hugo Romero, Ryad Benosman, Rogelio Lozano
Stabilization and location of a four rotor helicopter applying vision. ACC (2006)
Jerome Douret, Ryad Benosman
A Multi-Cameras 3D Volumetric Method for Outdoor Scenes : A Road Traffic Monitoring Application. ICPR (3) (2004)
Laurent Smadja, Ryad Benosman, Jean Devars
Cylindrical sensor calibration using lines. ICIP (2004)
Sio-Hoi Ieng, Ryad Benosman
Geometric construction of the caustic curves for catadioptric sensors. ICIP (2004)
Hiroshi Ishiguro, Ryad Benosman
Special issue on omnidirectional vision and its applications. Mach. Vis. Appl. 14 (2) (2003)
Sio-Hoi Ieng, Ryad Benosman, Jean Devars
An Efficient Dynamic Multi-Angular Feature Points Matcher for Catadioptric Views. CVPR Workshops (2003)
Jerome Douret, Ryad Benosman, Salah Bouzar, Jean Devars
Localization of Robots in F180 League Using Projective Geometry. RoboCup (2002)
Francis Bras, Ryad Benosman, André Anglade, Seko Latidine, Olivier Martino, Aude Lagardere, Alain Boun, Alain Testa, Gilles Cordurié
RoboCup 2001 (F180) Team Description: RoboSix UPMC-CFA (France). RoboCup (2001)
Ryad Benosman, Francis Bras, Frederic Bach, Simon Boulay, Emmanuelle Cahn, Sylvain Come, Gilles Cordurié, Jarlegan Marie Annick, Lapied Loic, Cyrille Potereau, Franck Richard, Samedi Sath, Xavier Vasseur, Pascal Vincent
ROBOSIX UPMC-CFA: RoboCup Team Description. RoboCup (2001)
Ryad Benosman, Jerome Douret, Jean Devars
A Simple and Accurate Camera Calibration for the F180 RoboCup League. RoboCup (2001)
Jerome Douret, Thierry Dorval, Ryad Benosman, Francis Bras, Gael Surtet, Thomas Petit, Nadege Quedec, Denis Philip, Gilles Cordurié, Mario Rebello, Didier Abraham, Nicolas Couder, Marco Marcon
RoboCup 2000 (F180) Team Description: UPMC-CFA Team (France). RoboCup (2000)
Thierry Manière, Ryad Benosman, Claude Gastaud, Jean Devars
Vision system dedicated to panoramic three-dimensional scene reconstruction. J. Electronic Imaging 7 (3) (1998)
Ryad Benosman, Thierry Manière, Jean Devars
Panoramic sensor calibration. Pattern Recognit. Lett. 19 (5-6) (1998)

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Publication Activity (10 Years)

Top Topics

Top Venues

Ryad Benosman