On Design Principles for Efficient Heterogeneous DRAM-PIM-GPU Systems
- Corey Liam Lammie
- Hadjer Benmeziane
- et al.
- 2026
- SOCC 2026
Conference paper
Publications
10 results for William Simon
GHL: An Extensible C++ Library for Flexible and Performant Graph Pattern Matching and Rewriting
- Tunaberk Almaci
- Corey Liam Lammie
- et al.
- 2026
- ICGT 2026
Conference paperAnalog In-Memory Computing for Large Language Model Inference: Opportunities and Challenges
- 2026
- IMW 2026
Conference paperTutorial: Hardware-Aware Compilation and Simulation for In-Memory Computing
- Asif Ali Khan
- Hadjer Benmeziane
- et al.
- 2025
- ES Week 2025
Short paperDeep learning software stacks for analogue in-memory computing-based accelerators
- Corey Liam Lammie
- Hadjer Benmeziane
- et al.
- 2025
- Nat. Rev. Electr. Eng.
PaperEnhancing Downstream Analysis in Genome Sequencing: Species Classification While Basecalling
- Riselda Kodra
- Hadjer Benmeziane
- et al.
- 2025
- ICLR 2025
Short paperAnalog-AI Hardware Accelerators for low-latency Transformer-based Language Models (Invited)
- Geoffrey Burr
- Sidney Tsai
- et al.
- 2025
- CICC 2025
Invited talkAIHWKIT-Lightning: A Scalable HW-Aware Training Toolkit for Analog In-Memory Computing
- Julian Büchel
- William Simon
- et al.
- 2024
- NeurIPS 2024
Workshop paperHeterogeneous Embedded Neural Processing Units Utilizing PCM-based Analog In-Memory Computing
- Irem Boybat-Kara
- Thomas Boesch
- et al.
- 2024
- IEDM 2024
Invited talkDesign of Analog-AI Hardware Accelerators for Transformer-based Language Models (Invited)
- Geoffrey Burr
- Sidney Tsai
- et al.
- 2023
- IEDM 2023
Invited talk