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Photonics-based electro-optical computer AI (Artif

Photonics-based electro-optical computer AI (Artificial Intelligence) accelerator

kalkan-kamil-yaarkalkan, . kamil . yaşar
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SD15 UNet'i ayırdım, Attention dijitalde kalıyor, 537M konvolüsyon ağırlığını 1-bit'e indirdim ve 23184x23184 1-bit TIFF'e kodladım. LCM 4 adım.

Optik taraf: Her ESP32 20 kırmızı LED'i PAM ile sürüyor, PTFE kutu içinde ışık toplanıyor ve BPW34 + OPA350 TIA ile okunuyor. Işık şiddeti negatif olamayacağı için W = Wp-Wn ve A=Ap-An olarak 4 fazda ölçüp FPGA'da (V1+V4)-(V2+V3) ile düzeltiyorum.

8 çekirdek paralel, ZyXEL switch üzerinden ENC28J60 ile ESP32'lere UDP. Tek dot product ~2ms, 512x512 görsel ~13s.

Soru: 5050 kesimi yerine 615nm T2835 LED'e geçmeye değer mi? BPW34 yerine daha hızlı bir dedektör öneriniz var mı? ? Technical Note (citable DOI):
https://doi.org/10.5281/zenodo.23551418

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