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
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11 results for Corey Lammie
The Inherent Adversarial Robustness of Analog In-Memory Computing
- 2025
- Nature Communications
Multi-Task Neural Network Mapping onto Analog-Digital Heterogeneous Accelerators
- 2024
- NeurIPS 2024
AIHWKIT-Lightning: A Scalable HW-Aware Training Toolkit for Analog In-Memory Computing
- 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
Analog AI as a Service: A Cloud Platform for In-Memory Computing
- Kaoutar El Maghraoui
- Kim Tran
- et al.
- 2024
- SSE 2024
A Precision-Optimized Fixed-Point Near-Memory Digital Processing Unit for Analog In-Memory Computing
- 2024
- ISCAS 2024
Improving the Accuracy of Analog-Based In-Memory Computing Accelerators Post-Training
- 2024
- ISCAS 2024
How to Model the Training and Inference of Analog-Based In-Memory Computing (AIMC) Systems
- 2024
- ISCAS 2024
Design of Analog-AI Hardware Accelerators for Transformer-based Language Models (Invited)
- Geoffrey Burr
- Sidney Tsai
- et al.
- 2023
- IEDM 2023