Shallow Enough? A Cross-Architecture Study of Ultra-Low-Depth Neural Networks for Edge Inference. - Chengwei Zhou; Haotian Yu; Shoma Yukawa; Deniz Najafi; Shaahin Angizi; Gourav Datta (ACM Great Lakes Symposium on VLSI, 2026)