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Aug 2026
A Differentiable Simulator for Optimizing Time-Domain Analog CNN Accelerators
This work introduces a differentiable, GPU-accelerated CNN inference simulator that backpropagates through the analog accumulation trajectory, and allows gradient-based exploration of high-dimensional, heterogeneous hardware-parameter settings.
Mark Horton, Changwoo Park, Tergel Molom-Ochir et al.
· International Symposium on L... · 0 citations