Architecture and Design Approaches to ML Hardware Acceleration: Performance Compute Environment
- Leland Chang
- 2024
- ISSCC 2024
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- AI Hardware
225 results for AI Hardware
Mixed-signal Dot-product Processor with Switched-Capacitors for Machine Learning
- Kyu Hyoun Kim
- Mingu Kang
- 2024
- ICEIC 2024
Devices, Circuits, and Architectures for Analog In-Memory Computing-Based Deep Neural Network Inference Hardware Acceleration
- 2024
- HiPEAC 2024
Analog Resistive Switching Devices for Training Deep Neural Networks with the Novel Tiki-Taka Algorithm
- Tommaso Stecconi
- Valeria Bragaglia
- et al.
- 2024
- Nano Letters
Exploring the benefits of using co-packaged optics in data center and AI supercomputer networks: A simulation-based analysis [Invited]
- Pavlos Maniotis
- Daniel M. Kuchta
- 2024
- J. of Opt. Comm. and Netw.
Dramaton: A Near-DRAM Accelerator for Large Number Theoretic Transforms
- Yongmo Park
- Subhankar Pal
- et al.
- 2024
- IEEE Computer Architecture Letters
Growth of AlSb/Sb Structures for Phase Change Memories via Molecular Beam Epitaxy
- Haibo Gong
- Vadim Tokranov
- et al.
- 2023
- SISC 2023
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