We experimentally validated ACCEL over three datasets: handwritten digits (MNIST), fashion products (Fashion-MNIST) and cursive characters (KMNIST)44. To compare different tasks fairly, we used a phase-modulation SLM as the diffractive phase mask in OAC. ACCEL in all-analog mode experimentally ach...
finding something cool that doesn’t need batteries or a software update is kind of maddening. Get one of these gifts for your retro-tech friends and they’ll say thanks for such a remarkably thoughtful present. Probably with a handwritten card in...
3c and further verified by implementing an ex-situ trained image classifier and testing it on the common MNIST handwritten digit benchmark40 (Fig. 4). In this experiment, we focus on demonstrating vector-by-matrix multiplication, the core operation in any neural network, while the functionality ...
Versions Notes Abstract Analog circuits are a critical part of industrial electronics and systems. Estimates in the literature show that, even though analog circuits comprise less than 20% of all circuits, they are responsible for more than 80% of faults. Hence, analog circuit fault diagnosis and...