Dimitri Michael Kullmann

Learning to live with Dale's principle: ANNs with separate excitatory and inhibitory units

The units in artificial neural networks (ANNs) can be thought of as abstractions of biological neurons, and ANNs are increasingly used in neuroscience research. However, there are many important differences between ANN units and real neurons. One of the most notable is the absence of Dale's principl…