Zalfa Jouni

Présentation

Zalfa Jouni received her diploma in Electrical and Electronics Engineering from Lebanese University, Lebanon, and a Master’s degree in Integration Circuits and Systems from Université Paris-Saclay, France, both in 2021. She is currently a PhD candidate (2021–2024) in Microelectronics at Université Paris-Saclay, CentraleSupélec, GeePs Laboratory (UMR 8507), France. Her research focuses on the design of analog and RF circuits for ultra-low-power neuromorphic IoT sensors.

Publications

Article dans une revue (5)

Noise-Optimized Neuromorphic Spiking Radio in Context- Aware IoT Pietro Maris Ferreira,Zalfa Jouni,Siqi Wang,Geoffroy Klisnick,A. Benlarbi-Delai IEEE Design & Test, 2025, ⟨10.1109/MDAT.2025.3547974⟩ Article dans une revue hal-04885761v1
Energy-Efficient Neuromorphic RF Localization using Analog Spiking Neurons Zalfa Jouni,Siqi Wang,A. Benlarbi-Delai,Pietro Maris Ferreira IEEE Transactions on Circuits and Systems for Artificial Intelligence, 2025, pp.1-12. ⟨10.1109/TCASAI.2025.3571021⟩ Article dans une revue hal-05085646v1
Analog Spiking Neuron Model for Unsupervised STDP-based learning in Neuromorphic Circuits Yannaël Bossard,Zalfa Jouni,Siqi Wang,Pietro Maris Ferreira Journal of Integrated Circuits and Systems, 2024, 19 (3), pp.1-11. ⟨10.29292/jics.v19i3.889⟩ Article dans une revue hal-04885745v1
Analog Spiking Neural Network Synthesis for the MNIST Thomas Soupizet,Zalfa Jouni,Siqi Wang,A. Benlarbi-Delai,Pietro Maris Ferreira Journal of Integrated Circuits and Systems, 2023, 18 (1), ⟨10.29292/jics.v18i1.663⟩ Article dans une revue hal-04118869v1
RF Neuromorphic Spiking Sensor for Smart IoT Devices Zalfa Jouni,Thomas Soupizet,Siqi Wang,A. Benlarbi-Delai,Pietro Maris Ferreira Analog Integrated Circuits and Signal Processing, 2023, ⟨10.1007/s10470-023-02164-w⟩ Article dans une revue hal-04133969v1

Communication dans un congrès (10)

STDP-Trained Spiking Neural Network Reliability Assessment Through Fault Injections Zalfa Jouni,Haralampos-G. Stratigopoulos 31st IEEE International Symposium on On-Line Testing and Robust System Design, Jul 2025, Ischia, Italy Communication dans un congrès hal-05083335v1
Design Framework for Energy-Efficient Analog Neural Network using Multilayer Perceptron Models Zalfa Jouni,Théo Prats Rioufol,Philippe Ramos,Siqi Wang,A. Benlarbi-Delaiet al. 2025 23rd IEEE Interregional NEWCAS Conference, Jun 2025, Paris, France Communication dans un congrès hal-05085651v1
Analog Spiking-Rate Neuromorphic System for Efficient RF Source Localization Zalfa Jouni,Siqi Wang,A. Benlarbi-Delai,Pietro Maris Ferreira IEEE International Conference Electronics Circuit and System, Nov 2024, Nancy, France. ⟨10.1109/ICECS61496.2024.10849126⟩ Communication dans un congrès hal-04906487v1
Revisiting the Ultra-Low Power Electronic Neuron Towards a Faithful Biomimetic Behavior Théo Prats Rioufol,Zalfa Jouni,Thomas Soupizet,Pietro Maris Ferreira 36th SBC/SBMicro/IEEE/ACM Symposium on Integrated Circuits and Systems Design (SBCCI), Aug 2023, Rio de Janeiro, Brazil. ⟨10.1109/sbcci60457.2023.10261961⟩ Communication dans un congrès hal-04193898v1
Jitter Noise Impact on Analog Spiking Neural Networks: STDP Limitations Zalfa Jouni,Théo Prats Rioufol,Siqi Wang,A. Benlarbi-Delai,Pietro Maris Ferreira 36th SBC/SBMicro/IEEE/ACM Symposium on Integrated Circuits and Systems Design (SBCCI),, Aug 2023, Rio de Janeiro, Brazil. ⟨10.1109/sbcci60457.2023.10261661⟩ Communication dans un congrès hal-04193888v1
Efficient parameter estimation techniques for nonlinear MEMS resonators Jérôme Juillard,Zalfa Jouni,Jorge Ayala-Cuevas,Lucca Reinehr,Martin Françoiset al. Nonlinear Micro/Nanosystems, May 2023, Grenoble, France Communication dans un congrès hal-04196061v1
Deep Neural Network Feasibility Using Analog Spiking Neurons Thomas Soupizet,Zalfa Jouni,Joao Frischenbruder Sulzbach,A. Benlarbi-Delai,Pietro Maris Ferreira 35th SBC/SBMicro/IEEE/ACM Symposium on Integrated Circuits and Systems Design (SBCCI), Aug 2022, Porto Alegre, Brazil. ⟨10.1109/SBCCI55532.2022.9893216⟩ Communication dans un congrès hal-03689837v1
Sub-nJ per Decison Schmitt Trigger Comparator for Neuromorphic Spike Detection in 55nm Technology Joao Frischenbruder Sulzbach,Siqi Wang,Zalfa Jouni,A. Benlarbi-Delai,Geoffroy Klisnicket al. 7th Forum on Research and Technologies for Society and Industry Innovation, Aug 2022, Paris, France. ⟨10.1109/RTSI55261.2022.9905228⟩ Communication dans un congrès hal-03726654v1
MEMS resonator parameter estimation from fast frequency sweeps Jérôme Juillard,Zalfa Jouni,Laurent Bourgois,Erwan Libessart,Margot Morlanset al. 2022 Joint Conference of the European Frequency and Time Forum and IEEE International Frequency Control Symposium (EFTF/IFCS 2022), IEEE, Apr 2022, Paris, France. ⟨10.1109/EFTF/IFCS54560.2022.9850663⟩ Communication dans un congrès hal-04059802v1
1.2 nW Neuromorphic Enhanced Wake-Up Radio Zalfa Jouni,Thomas Soupizet,Siqi Wang,A. Benlarbi-Delai,Pietro Maris Ferreira 35th SBC/SBMicro/IEEE/ACM Symposium on Integrated Circuits and Systems Design (SBCCI), Aug 2022, Porto Alegre, Brazil. ⟨10.1109/SBCCI55532.2022.9893247⟩ Communication dans un congrès hal-03689791v1

Autre publication scientifique (2)

Analog Spiking Neuron Model for Unsupervised STDP-based Learning Open Software Yannael Bossard,Zalfa Jouni,Siqi Wang,Pietro Maris Ferreira 2024, ⟨10.5281/zenodo.12839336⟩ Autre publication scientifique hal-04664184v1
Analog Neuromorphic System for Low-Power RF Localization in IoT Zalfa Jouni,Siqi Wang,Pietro Maris Ferreira 2024, ⟨10.5281/zenodo.12808148⟩ Autre publication scientifique hal-04664171v1