A U-Net CNN segments experimental charge stability diagrams to locate the single-charge regime in 300 mm FDSOI quantum dots with 80% overall success and up to 88% on some designs.
For each com- ponent, compute its centroid and associated gate voltage (x coordinate value) and sort them by order
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Automatic Charge State Tuning of 300 mm FDSOI Quantum Dots Using Neural Network Segmentation of Charge Stability Diagram
A U-Net CNN segments experimental charge stability diagrams to locate the single-charge regime in 300 mm FDSOI quantum dots with 80% overall success and up to 88% on some designs.