Publications

248 results for AI Hardware

Design of Analog-AI Hardware Accelerators for Transformer-based Language Models (Invited)
- - Geoffrey Burr
  - Sidney Tsai
  - et al.
- 2023
- IEDM 2023
SyncTREE: Fast Timing Analysis for Integrated Circuit Design through a Physics-informed Tree-based Graph Neural Network
- - Yuting Hu
  - Jiajie Li
  - et al.
- 2023
- NeurIPS 2023
In-Memory Compute Chips with Carbon-based Projected Phase-Change Memory Devices
- - G.S. Syed
  - K. Brew
  - et al.
- 2023
- IEDM 2023
Synapses, Circuits, and Architectures for Analog In-Memory Computing-Based Deep Neural Network Inference Hardware Acceleration
- - Irem Boybat-Kara
- 2023
- IEDM 2023
Using the IBM Analog In-Memory Hardware Acceleration Kit for Neural Network Training and Inference
- - Manuel Le Gallo
  - Corey Liam Lammie
  - et al.
- 2023
- APL Mach. Learn.
Ferroelectric Hafnia Superlattices for Bio-Inspired Computing
- - Laura Bégon-Lours
  - Elisabetta Morabito
  - et al.
- 2023
- MRS Fall Meeting 2023
Architectures and Circuits for Analog-memory-based Hardware Accelerators for Deep Neural Networks
- - Sidney Tsai
- 2023
- MRS Fall Meeting 2023
Impact of Phase-Change Memory Nonidealities on Analog In-Memory Computing Deep Learning Accuracy
- - Ning Li
- 2023
- MRS Fall Meeting 2023
A Novel Electrical Bias Technique to Recover Degraded ReRAM Arrays for Deep Learning
- - Fabia Farlin Athena
  - Nanbo Gong
  - et al.
- 2023
- MRS Fall Meeting 2023
Filament-induced crystallization of TiN/HfO_x/TiN film in neuromorphic devices
- - Alex Foucher
  - Baoming Wang
  - et al.
- 2023
- MRS Fall Meeting 2023