Ilja Ocket

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 25

Top Topics

Human Detection

Hebbian Learning

Spiking Neural Networks

Top Venues

Publications

Lourdes Farrugia, Emily Porter, Raquel C. Conceição, Simona Di Meo, Daniela M. Godinho, Julian Bonello, Mykolas Ragulskis, Ilja Ocket, Laura Farina, Marta Cavagnaro, Azadeh Peyman
The Complex Permittivity of Biological Tissues: A Practical Measurement Guideline. IEEE Access 12 (2024)
Ali Safa, Ilja Ocket, André Bourdoux, Hichem Sahli, Francky Catthoor, Georges G. E. Gielen
STDP-Driven Development of Attention-Based People Detection in Spiking Neural Networks. IEEE Trans. Cogn. Dev. Syst. 16 (1) (2024)
Ali Safa, Tim Verbelen, Lars Keuninckx, Ilja Ocket, André Bourdoux, Francky Catthoor, Georges G. E. Gielen, Gert Cauwenberghs
Active Inference in Hebbian Learning Networks. CoRR (2023)
Ali Safa, Tim Verbelen, Ilja Ocket, André Bourdoux, Hichem Sahli, Francky Catthoor, Georges G. E. Gielen
Fusing Event-based Camera and Radar for SLAM Using Spiking Neural Networks with Continual STDP Learning. ICRA (2023)
Ali Safa, Ilja Ocket, Francky Catthoor, Georges G. E. Gielen
SupportHDC: Hyperdimensional Computing with Scalable Hypervector Sparsity. NICE (2023)
Ali Safa, Tim Verbelen, Lars Keuninckx, Ilja Ocket, André Bourdoux, Francky Catthoor, Georges G. E. Gielen, Gert Cauwenberghs
Active Inference in Hebbian Learning Networks. IWAI (2023)
Ali Safa, Federico Corradi, Lars Keuninckx, Ilja Ocket, André Bourdoux, Francky Catthoor, Georges G. E. Gielen
Improving the Accuracy of Spiking Neural Networks for Radar Gesture Recognition Through Preprocessing. IEEE Trans. Neural Networks Learn. Syst. 34 (6) (2023)
Ali Safa, Ilja Ocket, André Bourdoux, Hichem Sahli, Francky Catthoor, Georges G. E. Gielen
Continuously Learning to Detect People on the Fly: A Bio-inspired Visual System for Drones. CoRR (2022)
Ali Safa, Tim Verbelen, Ilja Ocket, André Bourdoux, Francky Catthoor, Georges G. E. Gielen
Fail-Safe Human Detection for Drones Using a Multi-Modal Curriculum Learning Approach. IEEE Robotics Autom. Lett. 7 (1) (2022)
Ali Safa, Tim Verbelen, Ilja Ocket, André Bourdoux, Hichem Sahli, Francky Catthoor, Georges G. E. Gielen
Fusing Event-based Camera and Radar for SLAM Using Spiking Neural Networks with Continual STDP Learning. CoRR (2022)
Ali Safa, Ilja Ocket, André Bourdoux, Hichem Sahli, Francky Catthoor, Georges G. E. Gielen
Event Camera Data Classification Using Spiking Networks with Spike-Timing-Dependent Plasticity. IJCNN (2022)
Ali Safa, Tim Verbelen, Ilja Ocket, André Bourdoux, Hichem Sahli, Francky Catthoor, Georges G. E. Gielen
Learning to Encode Vision on the Fly in Unknown Environments: A Continual Learning SLAM Approach for Drones. SSRR (2022)
Ali Safa, Ilja Ocket, Francky Catthoor, Georges G. E. Gielen
Exploring Cross-fusion and Curriculum Learning for Multi-modal Human Detection on Drones. DroneSE/RAPIDO@HiPEAC (2022)
Ali Safa, Tim Verbelen, Ilja Ocket, André Bourdoux, Hichem Sahli, Francky Catthoor, Georges G. E. Gielen
Learning to SLAM on the Fly in Unknown Environments: A Continual Learning Approach for Drones in Visually Ambiguous Scenes. CoRR (2022)
Ali Safa, Tim Verbelen, Lars Keuninckx, Ilja Ocket, Matthias Hartmann, André Bourdoux, Francky Catthoor, Georges G. E. Gielen
A Low-Complexity Radar Detector Outperforming OS-CFAR for Indoor Drone Obstacle Avoidance. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14 (2021)
Ali Safa, Tim Verbelen, Lars Keuninckx, Ilja Ocket, Matthias Hartmann, André Bourdoux, Francky Catthoor, Georges G. E. Gielen
A Low-Complexity Radar Detector Outperforming OS-CFAR for Indoor Drone Obstacle Avoidance. CoRR (2021)
Ali Safa, Tim Verbelen, Ilja Ocket, André Bourdoux, Francky Catthoor, Georges G. E. Gielen
Fail-Safe Human Detection for Drones Using a Multi-Modal Curriculum Learning Approach. CoRR (2021)
Yuming He, Federico Corradi, Chengyao Shi, Ming Ding, Martijn Timmermans, Jan Stuijt, Pieter Harpe, Ilja Ocket, Yao-Hong Liu
A 28.2 μC Neuromorphic Sensing System Featuring SNN-based Near-sensor Computation and Event-Driven Body-Channel Communication for Insertable Cardiac Monitoring. A-SSCC (2021)
Ali Safa, Hichem Sahli, André Bourdoux, Ilja Ocket, Francky Catthoor, Georges G. E. Gielen
Learning Event-based Spatio-Temporal Feature Descriptors via Local Synaptic Plasticity: A Biologically-realistic Perspective of Computer Vision. CoRR (2021)
Juncheng Bao, Gertjan Maenhout, Tomislav Markovic, Ilja Ocket, Bart Nauwelaers
A Microwave Platform for Reliable and Instant Interconnecting Combined with Microwave-Microfluidic Interdigital Capacitor Chips for Sensing Applications. Sensors 20 (6) (2020)
Gertjan Maenhout, Tomislav Markovic, Ilja Ocket, Bart Nauwelaers
Effect of Open-Ended Coaxial Probe-to-Tissue Contact Pressure on Dielectric Measurements. Sensors 20 (7) (2020)
Akshay Visweswaran, Kristof Vaesen, Siddhartha Sinha, Ilja Ocket, Miguel Glassee, Claude Desset, André Bourdoux, Piet Wambacq
A 145GHz FMCW-Radar Transceiver in 28nm CMOS. ISSCC (2019)
Tomislav Markovic, Juncheng Bao, Gertjan Maenhout, Ilja Ocket, Bart Nauwelaers
An Interdigital Capacitor for Microwave Heating at 25 GHz and Wideband Dielectric Sensing of nL Volumes in Continuous Microfluidics. Sensors 19 (3) (2019)
Davide Guermandi, Qixian Shi, Andy Dewilde, Veerle Derudder, Ubaid Ahmad, Annachiara Spagnolo, Ilja Ocket, André Bourdoux, Piet Wambacq, Jan Craninckx, Wim Van Thillo
A 79-GHz 2 × 2 MIMO PMCW Radar SoC in 28-nm CMOS. IEEE J. Solid State Circuits 52 (10) (2017)
Montserrat Fernandez-Bolaños, Wolfgang A. Vitale, Mariazel Maqueda Lopez, Adrian M. Ionescu, Armin Klumpp, Karl-Reinhard Merkel, Josef Weber, Peter Ramm, Ilja Ocket, Walter De Raedt, Amin Enayati
3D TSV based high frequency components for RF IC and RF MEMS applications. 3DIC (2016)