Assessing the Performance of Analog Training for Transfer Learning
- Omobayode Fagbohungbe
- Corey Lammie
- et al.
- 2025
- ISCAS 2025
Publications
59 results for Tayfun Gokmen
NORA: Noise-Optimized Rescaling of LLMs on Analog Compute-in-Memory Accelerators
- Yayue Hou
- Hsinyu Tsai
- et al.
- 2025
- DATE 2025
Assessing the Performance of Analog Training for Transfer Learning
- Omobayode Fagbohungbe
- Corey Lammie
- et al.
- 2025
- IEEE Transactions on Circuits and Systems II Express Briefs
Fast and robust analog in-memory deep neural network training
- Malte J. Rasch
- Fabio Carta
- et al.
- 2024
- Nature Communications
Deep learning acceleration in 14nm CMOS compatible ReRAM array: device, material and algorithm co-optimization
- N. Gong
- Malte J. Rasch
- et al.
- 2022
- IEDM 2022
Neural network learning using non-ideal resistive memory devices
- Youngseok Kim
- Tayfun Gokmen
- et al.
- 2022
- Frontiers in Nanotechnology
Neural Network Training With Asymmetric Crosspoint Elements
- Murat Onen
- Tayfun Gokmen
- et al.
- 2022
- Frontiers in Artificial Intelligence
Impact of Asymmetric Weight Update on Neural Network Training With Tiki-Taka Algorithm
- Chaeun Lee
- Kyungmi Noh
- et al.
- 2022
- Frontiers in Neuroscience
Enabling Training of Neural Networks on Noisy Hardware
- Tayfun Gokmen
- 2021
- Frontiers in Artificial Intelligence
Hardware Algorithm Co-optimization on Resistive RAM Cross-bar Array for Scalable Analog Compute Technology for AI application
- Y. Kim
- S.-C. Seo
- et al.
- 2021
- SNW 2021