Skip to main content
Video s3
    Details
    Presenter(s)
    Richelle Smith Headshot
    Display Name
    Richelle Smith
    Affiliation
    Affiliation
    Stanford University
    Country
    Abstract

    We present an approach to characterizing and modeling spiking neurons based on the theory of impulse sensitivity function (ISF). The ISF concept, originally developed for the design of electronic oscillators, is applied and extended to neurons. The analysis and design of synchronization, entrainment, and phase locking in neurons is accomplished using ISF theory. A circuit example of a biomimetic silicon leaky-integrate-and-fire neuron with positive feedback is presented, and the neuron's ISF is characterized. The insights gained allow the neuron's injection locking behavior, lock range, and relative phase to be predicted and optimized. Close agreement between theory and simulation is demonstrated.

    Slides
    • Modeling of Injection Locking in Neurons for Neuromorphic and Biomedical Systems (application/pdf)