Heterogeneous neural processing units leveraging analog in-memory computing for edge AI
- 2025
- VLSI Technology and Circuits 2025
Publications
52 results for Irem Boybat
Enhancing Downstream Analysis in Genome Sequencing: Species Classification While Basecalling
- Riselda Kodra
- Hadjer Benmeziane
- et al.
- 2025
- ICLR 2025
LionHeart: A Layer-based Mapping Framework for Heterogeneous Systems with Analog In-Memory Computing Tiles
- Corey Liam Lammie
- Yuxuan Wang
- et al.
- 2025
- IEEE TETC
Efficient Scaling of Large Language Models with Mixture of Experts and 3D Analog In-Memory Computing
- 2025
- Nat. Comput. Sci.
Multi-Task Neural Network Mapping onto Analog-Digital Heterogeneous Accelerators
- 2024
- NeurIPS 2024
Heterogeneous Embedded Neural Processing Units Utilizing PCM-based Analog In-Memory Computing
- Irem Boybat-Kara
- Thomas Boesch
- et al.
- 2024
- IEDM 2024
A Precision-Optimized Fixed-Point Near-Memory Digital Processing Unit for Analog In-Memory Computing
- 2024
- ISCAS 2024
Devices, Circuits, and Architectures for Analog In-Memory Computing-Based Deep Neural Network Inference Hardware Acceleration
- 2024
- HiPEAC 2024
Design of Analog-AI Hardware Accelerators for Transformer-based Language Models (Invited)
- Geoffrey Burr
- Sidney Tsai
- et al.
- 2023
- IEDM 2023
Synapses, Circuits, and Architectures for Analog In-Memory Computing-Based Deep Neural Network Inference Hardware Acceleration
- 2023
- IEDM 2023