4 papers
Spider web-inspired sensing and computation with fiber network physical reservoirs
Apoorva Khairnar, Yogesh Phalak, Jun Wang +4
Physical reservoir computing leverages the intrinsic dynamics of mechanical systems to perform computation through their natural responses to input signals. Here, we study a compli…
Re-purposing a modular origami manipulator into an adaptive physical computer for machine learning and robotic perception
Jun Wang, Suyi Li
Physical computing has emerged as a powerful tool for performing intelligent tasks directly in the mechanical domain of functional materials and robots, reducing our reliance on th…
Embodied multi-modal sensing with a soft modular arm powered by physical reservoir computing
Jun Wang, Suyi Li
Soft robots have become increasingly popular for complex manipulation tasks requiring gentle and safe contact. However, their softness makes accurate control challenging, and high-…
Proprioceptive and Exteroceptive Information Perception in a Fabric Soft Robotic Arm via Physical Reservoir Computing with minimal training data
Jun Wang, Zhi Qiao, Wenlong Zhang +1
Over the past decades, we have witnessed a rapid emergence of soft and reconfigurable robots thanks to their capability to interact safely with humans and adapt to complex environm…