- By:
- Hamilton, Kathleen E; Imam, Neena ; Humble, Travis S
- Page Number:
- 9
- Book Title:
- NCS '17: Proceedings of the Neuromorphic Computing Symposium
- Publication Date:
- March 12, 2026
- Conference Name:
- Neuromorphic Computing Symposia
- Conference Location:
- Knoxville, Tennessee, United States of America
- Conference Sponsor:
- Oak Ridge National Laboratory
- View DOI Listing:
- https://doi.org/10.1145/3183584.3183621
Abstract
We present results related to the performance of an algorithm for community detection which incorporates event-driven computation. We define a mapping which takes a graph 𝒢 to a system of symmetrically connected, spiking neurons and use spike train similarities to identify vertex communities. On a random graph with 128 vertices and known community structure we show how our approach can be used to identify individual communities from spiking neuron responses.
