A framework for analog-digital mixed-precision neural network training and inference
- Athanasios Vasilopoulos
- Emma Boulharts
- et al.
- 2025
- ISCAS 2025
Publications
11 results for Hadjer Benmeziane
Analog AI Accelerators for Transformer-based Language Models: Hardware, Workload, and Power Performance
- H. Tsai
- H. Benmeziane
- et al.
- 2025
- IMW 2025
Analog-AI Hardware Accelerators for Low-Latency Transformer-Based Language Models (Invited)
- G.W. Burr
- H. Tsai
- et al.
- 2025
- CICC 2025
LIONHEART: A Layer-Based Mapping Framework for Heterogeneous Systems with Analog in-Memory Computing Tiles
- Corey Lammie
- Yuxuan Wang
- et al.
- 2025
- IEEE TETC
Grassroots operator search for model edge adaptation using mathematical search space
- Hadjer Benmeziane
- Kaoutar El Maghraoui
- et al.
- 2024
- Future Generation Computer Systems
AnalogNAS: A Neural Network Design Framework for Accurate Inference with Analog In-Memory Computing
- Hadjer Benmeziane
- Corey Lammie
- et al.
- 2023
- EDGE 2023
Multi-objective Hardware-Aware Neural Architecture Search with Pareto Rank-preserving Surrogate Models
- Hadjer Benmeziane
- Hamza Ouarnoughi
- et al.
- 2023
- ACM TACO
CaW-NAS: Compression Aware Neural Architecture Search
- Hadjer Benmeziane
- Hamza Ouranoughi
- et al.
- 2022
- DSD 2022
Pareto Rank Surrogate Model for Hardware-aware Neural Architecture Search
- Hadjer Benmeziane
- Smail Niar
- et al.
- 2022
- ISPASS 2022
Real-Time Style Transfer with Efficient Vision Transformers
- Hadjer Benmeziane
- Hamza Ouarnoughi
- et al.
- 2022
- EdgeSys 2022