Makatia/adaptive-serdes-lstm-controller
Other • Updated • 3
Hardware ML & Neural Signal Processing
Neural DPD for 5G, SerDes controllers, semiconductor defect detection. FPGAs, ASICs, ARM NPUs.
Note LSTM tuning 31 SerDes parameters. R2=0.92. Validated to 112 Gb/s.
Makatia/semiconductor-defect-classifier
Image Classification • Updated • 9 • 2Note DINOv2 + Prototypical Net. 99.5% acc with 1-shot. ASU Intel Challenge 2026.