The research involves systems employing three innovations using polarized light to represent bipolar values, using liquid crystal devices as neuron outputs and connection matrix, and using a custom integrated detector and comparator. Emphasis is on new applications for neural networks, better algorithms for current use, and new methods of implementing neural networks.