Fast and robust analog in-memory deep neural network training
- Malte J. Rasch
- Fabio Carta
- et al.
- 2024
- Nature Communications
Paper
Publications
17 results for Fabio Carta
Analog Resistive Switching Devices for Training Deep Neural Networks with the Novel Tiki-Taka Algorithm
- Tommaso Stecconi
- Valeria Bragaglia
- et al.
- 2024
- Nano Letters
PaperA Switched-Capacitor Integer Compute Unit with Decoupled Storage and Arithmetic for Cloud AI Inference in 5nm CMOS
- Ankur Agrawal
- Monodeep Kar
- et al.
- 2023
- VLSI Technology 2023
Conference paperDeep learning acceleration in 14nm CMOS compatible ReRAM array: device, material and algorithm co-optimization
- N. Gong
- Malte J. Rasch
- et al.
- 2022
- IEDM 2022
Conference paperA Flexible and Fast PyTorch Toolkit for Simulating Training and Inference on Analog Crossbar Arrays
- Malte J. Rasch
- Diego Moreda
- et al.
- 2021
- AICAS 2021
Conference paperSi Incorporation Into AsSeGe Chalcogenides for High Thermal Stability, High Endurance and Extremely Low Vth Drift 3D Stackable Cross-point Memory
- Huai-Yu Cheng
- I. Kuo
- et al.
- 2020
- VLSI Technology 2020
Conference paperA no-verification Multi-Level-Cell (MLC) operation in Cross-Point OTS-PCM
- Nanbo Gong
- W. Chien
- et al.
- 2020
- VLSI Technology 2020
Conference paper3D cross-point phase-change memory for storage-class memory
- Huai-Yu Cheng
- Fabio Carta
- et al.
- 2019
- Journal of Physics D: Applied Physics
ReviewComprehensive Scaling Study on 3D Cross-Point PCM toward 1Znm Node for SCM Applications
- W. Chien
- H. Ho
- et al.
- 2019
- VLSI Technology 2019
Conference paperConfined PCM-based Analog Synaptic Devices offering Low Resistance-drift and 1000 Programmable States for Deep Learning
- Wanki Kim
- Robert L. Bruce
- et al.
- 2019
- VLSI Technology 2019
Conference paper