English

Josephson junction simulation of neurons

Superconductivity 2013-05-29 v2 Disordered Systems and Neural Networks Biological Physics Neurons and Cognition

Abstract

With the goal of understanding the intricate behavior and dynamics of collections of neurons, we present superconducting circuits containing Josephson junctions that model biologically realistic neurons. These "Josephson junction neurons" reproduce many characteristic behaviors of biological neurons such as action potentials, refractory periods, and firing thresholds. They can be coupled together in ways that mimic electrical and chemical synapses. Using existing fabrication technologies, large interconnected networks of Josephson junction neurons would operate fully in parallel. They would be orders of magnitude faster than both traditional computer simulations and biological neural networks. Josephson junction neurons provide a new tool for exploring long-term large-scale dynamics for networks of neurons.

Keywords

Cite

@article{arxiv.1002.2892,
  title  = {Josephson junction simulation of neurons},
  author = {Patrick Crotty and Daniel Schult and Ken Segall},
  journal= {arXiv preprint arXiv:1002.2892},
  year   = {2013}
}

Comments

10 Pages, 9 figures. Submitted to Physical Review E

R2 v1 2026-06-21T14:47:08.801Z