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foss-eda-tools / third_party / shuttle / sky130 / mpw-003 / slot-024

Pre-Trained...: This project implements a pre-trained neural network for hand-written digits from MNIST dataset.

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Pre-Trained Neural Network for MNIST

This project implements a pre-trained fully connected neural network (FCNN) for hand-written digits from MNIST dataset. It takes images from MNIST dataset (28x28) and output single digit prediction. All parameters (weights and bias) are pre-trained and hard-coded. User can use wishbone bus to pass in inputs and obtain outputs.

This repository contains a Verilog implementation of the FCNN, targeting the OpenLane flow for the Skywater 130nm process and is an entry for the Google/Efabless MPW-3 shuttle.