Nozomi Akashi

About

Nozomi Akashi is an Assistant Professor at Kyoto University, Japan. Her research focuses on the intersection of chaotic dynamics, deep neural networks, and spintronic devices, as evidenced by her recent publications. She explores innovative approaches such as incorporating coupling knowledge into echo state networks and developing physics-informed recurrent neural networks for various applications, including pneumatic actuators and high-performance reservoir computing.