Please take a look at this new NN architecture that is making waves in computer chess circles. Perhaps there is opportunity to integrate this in Zorro. It appears to have wide application.
In 2018, Yu Nasu introduced a new evaluation function based on a shallow neural network whose heavily overparametrized input layer outputs are incrementally updated.