Demonstration of transformer-based ALBERT model on a 14nm analog AI inference chip
- An Chen
- Stefano Ambrogio
- et al.
- 2025
- Nature Communications
Publications
29 results for Charles Mackin
RTLExplain: A Structured Approach to RTL Code Summarization and Question Answering for Medium-to-Large Designs Using LLMs
- Ting-Hsun Chi
- Charles Mackin
- et al.
- 2025
- MLCAD 2025
RoSum-Mcts: Monte Carlo Tree Search-Inspired HDL Code Summarization with Structural Rewards
- Prashanth Vijayaraghavan
- Charles MacKin
- et al.
- 2025
- ICLAD 2025
Analog AI Accelerators for Transformer-based Language Models: Hardware, Workload, and Power Performance
- H. Tsai
- H. Benmeziane
- et al.
- 2025
- IMW 2025
Analog-AI Hardware Accelerators for Low-Latency Transformer-Based Language Models (Invited)
- G.W. Burr
- H. Tsai
- et al.
- 2025
- CICC 2025
Hardware-aware training for large-scale and diverse deep learning inference workloads using in-memory computing-based accelerators
- Malte J. Rasch
- Charles Mackin
- et al.
- 2023
- Nature Communications
An analog-AI chip for energy-efficient speech recognition and transcription
- S. Ambrogio
- Pritish Narayanan
- et al.
- 2023
- Nature
Optimization of Projected Phase Change Memory for Analog In-Memory Computing Inference
- Ning Li
- Charles Mackin
- et al.
- 2023
- Advanced Materials
Integrated biosensor platform based on graphene transistor arrays for real-time high-accuracy ion sensing
- Mantian Xue
- Charles Mackin
- et al.
- 2022
- Nature Communications
Optimised weight programming for analogue memory-based deep neural networks
- Charles Mackin
- Malte J. Rasch
- et al.
- 2022
- Nature Communications