Profile Jihene Tmamna
Jihene Tmamna
curriculum vitae
First Name
Jihene
Last Name
Tmamna
Address
Zip code
3038
Biography
Jihene Tmamna received the PhD degree in computer systems engineering from the National Engineering School of Sfax (ENIS), Tunisia, in 2023. Her research interests include deep neural networks, neural network compression, and optimization algorithms.
Scientific publications
| Title | Cited by | Year |
|---|---|---|
A binary particle swarm optimization-based pruning approach for environmentally sustainable and robust CNNsJ Tmamna, R Fourati, EB Ayed, LA Passos, JP Papa, MB Ayed, A HussainNeurocomputing 608, 128378, 2024 |
0 | 2024 |
Pruning deep neural networks for green energy-efficient models: A surveyJ Tmamna, EB Ayed, R Fourati, M Gogate, T Arslan, A Hussain, MB AyedCognitive Computation 16 (6), 2931-2952, 2024 |
10 | 2024 |
A CNN pruning approach using constrained binary particle swarm optimization with a reduced search space for image classificationJ Tmamna, EB Ayed, R Fourati, A Hussain, MB AyedApplied Soft Computing 164, 111978, 2024 |
8 | 2024 |
On the Effect of Quantization on Deep Neural Networks PerformanceJ Tmamna, R Fourati, H LtifiInternational Conference on Computational Collective Intelligence, 144-156, 2024 |
1 | 2024 |
Bare‐Bones particle Swarm optimization‐based quantization for fast and energy efficient convolutional neural networksJ Tmamna, EB Ayed, R Fourati, A Hussain, MB AyedExpert Systems 41 (4), e13522, 2024 |
3 | 2024 |