Data files for In situ training of feedforward and recurrent convolutional memristor networks

MATLAB data files for the manuscript "In situ training of feedforward and recurrent convolutional memristor networks" published on Nature Machine Intelligence, 2019. The MATLAB data file "exp_mnist.mat" consists of all experimental data on implementing the convolutional neural network with the 1-transistor 1-memristor array that is used for plotting the Figure 1 and 2 of the manuscript. The MATLAB data file "exp_mnistsequence.mat" consists of all experimental data on implementing the convolutional long short-term memory network on the 1-transistor 1-memristor array that is used for plotting the Figure 3 and 4 of the manuscript. The code that generated these data files are provided by the link within the manuscript. Alternatively, the code can be accessed via https://github.com/zhongruiwang/memristorCNN.