Amirozhan Dehghani

Credit-based self organizing maps: training deep topographic networks with minimal performance degradation

In the primate neocortex, neurons with similar function are often found to be spatially close. Kohonen's self-organizing map (SOM) has been one of the most influential approaches for simulating brain-like topographical organization in artificial neural network models. However, integrating these maps…