Prasanth Chatarasi, Alex Gatea, et al.
CGO 2026
Compact oscillating devices can be realized by exploiting the insulator-to-metal transition of VO 2 (IMT). Coupled oscillators can be locked in frequency and phase through connections realized with resistors or capacitors. Oscillatory neural networks based on VO 2 devices are researched as neuromorphic computing hardware for image recognition applications [1] , [2] . Physical demonstrations of large networks of coupled oscillators are yet hindered by the device-to-device variability [3] . In this work, we present a frequency-injection scheme which allows additional tuning and control of the oscillator network comprising non-ideal VO 2 devices.
Prasanth Chatarasi, Alex Gatea, et al.
CGO 2026
Minhua Lu, Joyce Liu, et al.
ECTC 2025
Geoffrey Burr, Sidney Tsai, et al.
CICC 2025
Shubham Jain, Ritik Raj
PyTorch Conference 2026