Oscillatory Neural Network with High-Order Sub-Harmonic Injection Locking
discrete states. We leverage this multistate phase quantization in ONNs to solve graph coloring problems and determine the corresponding chromatic numbers. These results establish a pathway for extending the computational capability of phase-based neuromorphic hardware.
Authors
- Jun-Hyoung Park
- Seok Hyun Yun (ORCID: https://orcid.org/0000-0002-8903-5909)
- Ye-Seong Chung
- Sang-Won Lee
- Ho-Young Maeng
Institutions
- Korea Advanced Institute of Science and Technology (KR)
Publication Details
- Journal
- ACS Applied Materials & Interfaces
- Published
- 2026-04-13
- DOI
- https://doi.org/10.1021/acsami.6c04922
- Primary Topic
- Neural Networks and Reservoir Computing
- Type
- article
- Field-Weighted Citation Impact
- 0.00
Funders
- Korea Institute for Advancement of Technology
- National Research Foundation of Korea