Publications by authors named "Shin-Ichiro Mochizuki"
Article Synopsis
- Physical reservoir computing offers a way to speed up AI computations by using physical systems that have nonlinear and fading-memory characteristics.
- There is a high demand for physical reservoirs that are easy to integrate for edge AI computing, but creating high-performing and highly integrable reservoirs remains tough.
- This study introduces an analogue circuit reservoir with a simple architecture designed for CMOS chip integration, demonstrating strong prediction performance and memory capacity in tests with both synthetic and real-world data, indicating potential for advanced AI accelerators.
