Nakajima, Kohei

Harnessing Disordered-Ensemble Quantum Dynamics for Machine Learning

Fujii, K., & Nakajima, K. (2017) · Physical Review Applied

Quantum Computing Algorithms and ArchitectureQuantum many-body systems

Cited by 337

Information processing via physical soft body

Nakajima, K., Hauser, H., Li, T., & Pfeifer, R. (2015) · Scientific Reports

Soft Robotics and ApplicationsAdvanced Materials and Mechanics

Cited by 324

A soft body as a reservoir: case studies in a dynamic model of octopus-inspired soft robotic arm

Nakajima, K., Hauser, H., Kang, R., Guglielmino, E., Caldwell, D. G., & Pfeifer, R. (2013) · Frontiers in Computational Neuroscience

Soft Robotics and ApplicationsRobotic Locomotion and Control

Cited by 180

Boosting Computational Power through Spatial Multiplexing in Quantum Reservoir Computing

Nakajima, K., Fujii, K., Negoro, M., Mitarai, K., & Kitagawa, M. (2019) · Physical Review Applied

Neural Networks and Reservoir ComputingQuantum Computing Algorithms and Architecture

Cited by 153

Exploiting short-term memory in soft body dynamics as a computational resource

Nakajima, K., Li, T., Hauser, H., & Pfeifer, R. (2014) · Journal of The Royal Society Interface

Soft Robotics and ApplicationsAdvanced Materials and Mechanics

Cited by 128

Machine learning with controllable quantum dynamics of a nuclear spin ensemble in a solid

Negoro, M., Mitarai, K., Fujii, K., Nakajima, K., & Kitagawa, M. (2018) · arXiv

Neural Networks and Reservoir ComputingQuantum Computing Algorithms and Architecture

Cited by 22