OscNet

Brain inspired algorithms designed for energy efficient computing on CMOS Oscillator Networks.

Nondeterministic Polynomial Time (NP) Problems

1. Oscillator Formulations of Many NP Problems

[arXiv]

Machine Learning

1. OscNet: Machine Learning on CMOS Oscillator Networks

IEEE Transactions on Circuits and Systems Part II: Express Briefs (TCAS II)

[TCAS II], [arXiv full length paper]

2. OscNet v1.5: Energy Efficient Hopfield Network on CMOS Oscillators for Image Classification

Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops, 2025

[ICCV Workshop], [arXiv]

Circuit Design

1. HippNet: a Hippocampus-Inspired Architecture for Spatial Memory and Inference Using CMOS Oscillator Networks

IEEE International Symposium on Circuits and Systems (ISCAS)

[available soon]