Demonstration of transformer-based ALBERT model on a 14nm analog AI inference chip
- An Chen
- Stefano Ambrogio
- et al.
- 2025
- Nature Communications
Paper
Publications
34 results for Kohji Hosokawa
Analog AI Accelerators for Transformer-based Language Models: Hardware, Workload, and Power Performance
- H. Tsai
- H. Benmeziane
- et al.
- 2025
- IMW 2025
Conference paperAnalog-AI Hardware Accelerators for low-latency Transformer-based Language Models (Invited)
- Geoffrey Burr
- Sidney Tsai
- et al.
- 2025
- CICC 2025
Invited talkEnergy-Efficient Hardware Implementation of Spiking-Restricted Boltzmann Machines Using Pseudo-Synaptic Sampling
- Hyunwoo Kim
- Suyeon Jang
- et al.
- 2024
- Advanced Intelligent Systems
PaperSolving Max-Cut Problem Using Spiking Boltzmann Machine Based on Neuromorphic Hardware with Phase Change Memory
- Yu Gyeong Kang
- Masatoshi Ishii
- et al.
- 2024
- Advanced Science
PaperEmerging Nonvolatile Memories for Analog Neuromorphic Computing
- An Chen
- Stefano Ambrogio
- et al.
- 2024
- ECS Spring Meeting 2024
Invited talkDesign of Analog-AI Hardware Accelerators for Transformer-based Language Models (Invited)
- Geoffrey Burr
- Sidney Tsai
- et al.
- 2023
- IEDM 2023
Invited talkAn analog-AI chip for energy-efficient speech recognition and transcription
- S. Ambrogio
- Pritish Narayanan
- et al.
- 2023
- Nature
PaperPhase Change Memory-based Hardware Accelerators for Deep Neural Networks
- Geoffrey Burr
- Pritish Narayanan
- et al.
- 2023
- VLSI Technology 2023
Invited talkArchitectures and Circuits for Analog-memory-based Hardware Accelerators for Deep Neural Networks
- Sidney Tsai
- Pritish Narayanan
- et al.
- 2023
- ISCAS 2023
Invited talk