Fabio Carta

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 6

Top Topics

Training Algorithm

Inference Process

Neural Network Training

Metal Oxide Semiconductor

Top Venues

VLSI Technology and Circuits

Publications

Ankur Agrawal, Monodeep Kar, Kyu-Hyoun Kim, Sergey V. Rylov, Jinwook Jung, Seiji Munetoh, Kohji Hosokawa, Xin Zhang, Bahman Hekmatshoartabari, Fabio Carta, Martin Cochet, Robert Casatuta, Mingu Kang, Sunil Shukla, Kailash Gopalakrishnan, Leland Chang
A Switched-Capacitor Integer Compute Unit with Decoupled Storage and Arithmetic for Cloud AI Inference in 5nm CMOS. VLSI Technology and Circuits (2023)
Manuel Le Gallo, Corey Lammie, Julian Büchel, Fabio Carta, Omobayode Fagbohungbe, Charles Mackin, Hsinyu Tsai, Vijay Narayanan, Abu Sebastian, Kaoutar El Maghraoui, Malte J. Rasch
Using the IBM Analog In-Memory Hardware Acceleration Kit for Neural Network Training and Inference. CoRR (2023)
Malte J. Rasch, Fabio Carta, Omobayode Fagbohungbe, Tayfun Gokmen
Fast offset corrected in-memory training. CoRR (2023)
Malte J. Rasch, Diego Moreda, Tayfun Gokmen, Manuel Le Gallo, Fabio Carta, Cindy Goldberg, Kaoutar El Maghraoui, Abu Sebastian, Vijay Narayanan
A flexible and fast PyTorch toolkit for simulating training and inference on analog crossbar arrays. CoRR (2021)
Malte J. Rasch, Diego Moreda, Tayfun Gokmen, Manuel Le Gallo, Fabio Carta, Cindy Goldberg, Kaoutar El Maghraoui, Abu Sebastian, Vijay Narayanan
A Flexible and Fast PyTorch Toolkit for Simulating Training and Inference on Analog Crossbar Arrays. AICAS (2021)
Wanki Kim, SangBum Kim, R. Bruce, Fabio Carta, G. Fraczak, A. Ray, Chung Lam, Matthew BrightSky, Yu Zhu, T. Masuda, K. Suu, Yujun Xie, Yerin Kim, Judy J. Cha
Reliability benefits of a metallic liner in confined PCM. IRPS (2018)