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.
This selects high-confidence pixels as belonging to a transition line: ˆY τ ij = { 1 ˆYij ≥ τ, 0 otherwise
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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.