Search Results for author: Imane Hamzaoui

Found 4 papers, 1 papers with code

Analog In-Memory Computing with Uncertainty Quantification for Efficient Edge-based Medical Imaging Segmentation

no code implementations1 Feb 2024 Imane Hamzaoui, Hadjer Benmeziane, Zayneb Cherif, Kaoutar El Maghraoui

This work investigates the role of the emerging Analog In-memory computing (AIMC) paradigm in enabling Medical AI analysis and improving the certainty of these models at the edge.

Medical Image Segmentation Uncertainty Quantification

Skip Connections in Spiking Neural Networks: An Analysis of Their Effect on Network Training

no code implementations23 Mar 2023 Hadjer Benmeziane, Amine Ziad Ounnoughene, Imane Hamzaoui, Younes Bouhadjar

Spiking neural networks (SNNs) have gained attention as a promising alternative to traditional artificial neural networks (ANNs) due to their potential for energy efficiency and their ability to model spiking behavior in biological systems.

Hyperparameter Optimization Position

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