Design of Analog-AI Hardware Accelerators for Transformer-based Language Models (Invited)
- Geoffrey Burr
- Sidney Tsai
- et al.
- 2023
- IEDM 2023
Invited talk
Publications
298 results for AI Hardware
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
Conference paperIn-Memory Compute Chips with Carbon-based Projected Phase-Change Memory Devices
- G.S. Syed
- K. Brew
- et al.
- 2023
- IEDM 2023
Conference paperSynapses, Circuits, and Architectures for Analog In-Memory Computing-Based Deep Neural Network Inference Hardware Acceleration
- 2023
- IEDM 2023
TutorialUsing the IBM Analog In-Memory Hardware Acceleration Kit for Neural Network Training and Inference
- 2023
- APL Mach. Learn.
PaperFerroelectric Hafnia Superlattices for Bio-Inspired Computing
- Laura Bégon-Lours
- Elisabetta Morabito
- et al.
- 2023
- MRS Fall Meeting 2023
Invited talkArchitectures and Circuits for Analog-memory-based Hardware Accelerators for Deep Neural Networks
- 2023
- MRS Fall Meeting 2023
Invited talkImpact of Phase-Change Memory Nonidealities on Analog In-Memory Computing Deep Learning Accuracy
- Ning Li
- 2023
- MRS Fall Meeting 2023
TalkA Novel Electrical Bias Technique to Recover Degraded ReRAM Arrays for Deep Learning
- Fabia Farlin Athena
- Nanbo Gong
- et al.
- 2023
- MRS Fall Meeting 2023
TalkFilament-induced crystallization of TiN/HfOx/TiN film in neuromorphic devices
- Alex Foucher
- Baoming Wang
- et al.
- 2023
- MRS Fall Meeting 2023
Talk