Zhe Fan

Machine Learning Computers With Fractal von Neumann Architecture

2020 · IEEE Transactions on Computers

Machine learning techniques are pervasive tools for emerging commercial applications and many dedicated machine learning computers on different scales have been deployed in embedded devices, servers, and data centers. Currently, most machine learning computer architectures …

Implementation of an artificial neuron circuit model based on high speed AlN stacked threshold switching devices

2025 · Frontiers of Physics

There has been a notable surge of interest in neuromorphic network computation, particularly concerning both non-volatile and volatile threshold devices. In this research, we have developed a multi-layer thin film architecture consisting of Al/AlN/Ag/AlN/Pt, which …