Nozomi Akashi
Kyoto University(JP)
Publications by Year
Research Areas
Neural Networks and Reservoir Computing, Advanced Memory and Neural Computing, Model Reduction and Neural Networks, Neural Networks and Applications, Magnetic properties of thin films
Most-Cited Works
- → Physics-Informed Recurrent Neural Networks for Soft Pneumatic Actuators(2022)67 cited
- → Input-driven bifurcations and information processing capacity in spintronics reservoirs(2020)53 cited
- → A Coupled Spintronics Neuromorphic Approach for High‐Performance Reservoir Computing(2022)30 cited
- → Synchronization and chaos in a spin-torque oscillator with a perpendicularly magnetized free layer(2019)28 cited
- → Chaos in nanomagnet via feedback current(2019)25 cited
- → Embedding Bifurcations into Pneumatic Artificial Muscle(2024)24 cited
- → Emulating a sensor using soft material dynamics: A reservoir computing approach to pneumatic artificial muscle(2020)24 cited
- → Physics-informed reservoir computing with autonomously switching readouts: a case study in pneumatic artificial muscles(2021)10 cited
- → A mechanical true random number generator(2021)10 cited
- → Soft timer: Dynamic clock embedded in soft body(2018)7 cited