Programmable coupled oscillators for synchronized locomotion.

Journal: Nature communications
PMID:

Abstract

The striking similarity between biological locomotion gaits and the evolution of phase patterns in coupled oscillatory network can be traced to the role of central pattern generator located in the spinal cord. Bio-inspired robotics aim at harnessing this control approach for generation of rhythmic patterns for synchronized limb movement. Here, we utilize the phenomenon of synchronization and emergent spatiotemporal pattern from the interaction among coupled oscillators to generate a range of locomotion gait patterns. We experimentally demonstrate a central pattern generator network using capacitively coupled Vanadium Dioxide nano-oscillators. The coupled oscillators exhibit stable limit-cycle oscillations and tunable natural frequencies for real-time programmability of phase-pattern. The ultra-compact 1 Transistor-1 Resistor implementation of oscillator and bidirectional capacitive coupling allow small footprint area and low operating power. Compared to biomimetic CMOS based neuron and synapse models, our design simplifies on-chip implementation and real-time tunability by reducing the number of control parameters.

Authors

  • Sourav Dutta
    Department of Electrical Engineering, University of Notre Dame, Notre Dame, IN, 46556, USA. sdutta4@nd.edu.
  • Abhinav Parihar
    School of Electrical and Computer Engineering, Georgia Institute of Technology, Atlanta, GA, 30332, USA.
  • Abhishek Khanna
    Department of Electrical Engineering, University of Notre Dame, Notre Dame, IN, 46556, USA.
  • Jorge Gomez
    Department of Electrical Engineering, University of Notre Dame, Notre Dame, IN, 46556, USA.
  • Wriddhi Chakraborty
    Department of Electrical Engineering, University of Notre Dame, Notre Dame, IN, 46556, USA.
  • Matthew Jerry
    Department of Electrical Engineering, University of Notre Dame, Notre Dame, IN, 46556, USA.
  • Benjamin Grisafe
    Department of Electrical Engineering, University of Notre Dame, Notre Dame, IN, 46556, USA.
  • Arijit Raychowdhury
    School of Electrical and Computer Engineering, Georgia Institute of Technology, Atlanta, GA, 30332, USA.
  • Suman Datta
    Department of Electrical Engineering, University of Notre Dame, Notre Dame, IN, 46556, USA.