A framework for analog-digital mixed-precision neural network training and inference
- Athanasios Vasilopoulos
- Emma Boulharts
- et al.
- 2025
- ISCAS 2025
Conference paper
Publications
10 results for Corey Lammie
Assessing the Performance of Analog Training for Transfer Learning
- Omobayode Fagbohungbe
- Corey Lammie
- et al.
- 2025
- ISCAS 2025
Conference paperLive Demonstration: Automated DNN Deployment on the IBM HERMES Project Chip
- Corey Lammie
- Julian Büchel
- et al.
- 2025
- ISCAS 2025
Demo paperThe inherent adversarial robustness of analog in-memory computing
- Corey Lammie
- Julian Büchel
- et al.
- 2025
- Nature Communications
PaperAssessing the Performance of Analog Training for Transfer Learning
- Omobayode Fagbohungbe
- Corey Lammie
- et al.
- 2025
- IEEE Transactions on Circuits and Systems II Express Briefs
PaperLIONHEART: A Layer-Based Mapping Framework for Heterogeneous Systems with Analog in-Memory Computing Tiles
- Corey Lammie
- Yuxuan Wang
- et al.
- 2025
- IEEE TETC
PaperKernel approximation using analogue in-memory computing
- Julian Büchel
- Giacomo Camposampiero
- et al.
- 2024
- Nature Machine Intelligence
PaperProgramming Weights to Analog In-Memory Computing Cores by Direct Minimization of the Matrix-Vector Multiplication Error
- 2023
- IEEE JESTCS
PaperAnalogNAS: A Neural Network Design Framework for Accurate Inference with Analog In-Memory Computing
- Hadjer Benmeziane
- Corey Lammie
- et al.
- 2023
- EDGE 2023
Conference paperExploiting the State Dependency of Conductance Variations in Memristive Devices for Accurate In-Memory Computing
- 2023
- IEEE T-ED
Paper