Ali Safa
Orcid: 0000-0001-5768-8633
According to our database1,
Ali Safa
authored at least 24 papers
between 2021 and 2024.
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Bibliography
2024
STDP-Driven Development of Attention-Based People Detection in Spiking Neural Networks.
IEEE Trans. Cogn. Dev. Syst., February, 2024
Continual Learning in Bio-plausible Spiking Neural Networks with Hebbian and Spike Timing Dependent Plasticity: A Survey and Perspective.
CoRR, 2024
Resource-Efficient Gesture Recognition using Low-Resolution Thermal Camera via Spiking Neural Networks and Sparse Segmentation.
CoRR, 2024
Towards Chip-in-the-loop Spiking Neural Network Training via Metropolis-Hastings Sampling.
Proceedings of the Neuro Inspired Computational Elements Conference, 2024
Resource-Efficient Gesture Recognition Using Low-Resolution Thermal Camera via Spiking Neural Networks and Sparse Segmentation.
Proceedings of the 18th IEEE International Conference on Automatic Face and Gesture Recognition, 2024
2023
Improving the Accuracy of Spiking Neural Networks for Radar Gesture Recognition Through Preprocessing.
IEEE Trans. Neural Networks Learn. Syst., June, 2023
A Fingertip-Mimicking 12×16 200μm-Resolution e-skin Taxel Readout Chip with per-Taxel Spiking Readout and Embedded Receptive Field Processing.
Proceedings of the 2023 IEEE Symposium on VLSI Technology and Circuits (VLSI Technology and Circuits), 2023
Proceedings of the Neuro-Inspired Computational Elements Conference, 2023
Exploring Information-Theoretic Criteria to Accelerate the Tuning of Neuromorphic Level-Crossing ADCs.
Proceedings of the Neuro-Inspired Computational Elements Conference, 2023
Proceedings of the Active Inference - 4th International Workshop, 2023
Open the box of digital neuromorphic processor: Towards effective algorithm-hardware co-design.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2023
Fusing Event-based Camera and Radar for SLAM Using Spiking Neural Networks with Continual STDP Learning.
Proceedings of the IEEE International Conference on Robotics and Automation, 2023
2022
Fail-Safe Human Detection for Drones Using a Multi-Modal Curriculum Learning Approach.
IEEE Robotics Autom. Lett., 2022
IEEE Micro, 2022
Learning to SLAM on the Fly in Unknown Environments: A Continual Learning Approach for Drones in Visually Ambiguous Scenes.
CoRR, 2022
Continuously Learning to Detect People on the Fly: A Bio-inspired Visual System for Drones.
CoRR, 2022
Learning to Encode Vision on the Fly in Unknown Environments: A Continual Learning SLAM Approach for Drones.
Proceedings of the IEEE International Symposium on Safety, Security, and Rescue Robotics, 2022
Event Camera Data Classification Using Spiking Networks with Spike-Timing-Dependent Plasticity.
Proceedings of the International Joint Conference on Neural Networks, 2022
Exploring Cross-fusion and Curriculum Learning for Multi-modal Human Detection on Drones.
Proceedings of the DroneSE and RAPIDO '22: System Engineering for constrained embedded systems, Budapest Hungary, January 17, 2022
Power-Efficient and Accurate Texture Sensing Using Spiking Readouts for High-Density e-Skins.
Proceedings of the IEEE Biomedical Circuits and Systems Conference, 2022
2021
A Low-Complexity Radar Detector Outperforming OS-CFAR for Indoor Drone Obstacle Avoidance.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021
ConvSNN: A surrogate gradient spiking neural framework for radar gesture recognition.
Softw. Impacts, 2021
Learning Event-based Spatio-Temporal Feature Descriptors via Local Synaptic Plasticity: A Biologically-realistic Perspective of Computer Vision.
CoRR, 2021