Publications

19 results for Atsuya Okazaki

Energy-Efficient Hardware Implementation of Spiking-Restricted Boltzmann Machines Using Pseudo-Synaptic Sampling
- - Hyunwoo Kim
  - Suyeon Jang
  - et al.
- 2024
- Advanced Intelligent Systems
Solving 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
Emerging Nonvolatile Memories for Analog Neuromorphic Computing
- - An Chen
  - Stefano Ambrogio
  - et al.
- 2024
- ECS Spring Meeting 2024
Design of Analog-AI Hardware Accelerators for Transformer-based Language Models (Invited)
- - Geoffrey Burr
  - Sidney Tsai
  - et al.
- 2023
- IEDM 2023
An analog-AI chip for energy-efficient speech recognition and transcription
- - S. Ambrogio
  - Pritish Narayanan
  - et al.
- 2023
- Nature
Phase Change Memory-based Hardware Accelerators for Deep Neural Networks
- - Geoffrey Burr
  - Pritish Narayanan
  - et al.
- 2023
- VLSI Technology 2023
Architectures and Circuits for Analog-memory-based Hardware Accelerators for Deep Neural Networks
- - Sidney Tsai
  - Pritish Narayanan
  - et al.
- 2023
- ISCAS 2023
Analog In-Memory Computing for Deep Neural Network Acceleration
- - Andrea Fasoli
  - Geoffrey Burr
  - et al.
- 2023
- MRS Spring Meeting 2023
Analog-AI: Hardware Acceleration for Deep Neural Network Inference
- - Geoffrey Burr
  - Sidney Tsai
  - et al.
- 2023
- NeuMatDeCaS 2023
Impact of PCM noise on the Spiking Restricted Boltzmann Machine via On-Chip Trainable PCM synapses
- - Uicheol Shin
  - Masatoshi Ishii
  - et al.
- 2022
- MRS Fall Meeting 2022