The number of independent images that an abstracted MB network can store before the probability of an error (producing an output of 0 for a novel image) exceeds 0.01.
posted on 2016-02-11, 12:35authored byPaul Ardin, Fei Peng, Michael Mangan, Konstantinos Lagogiannis, Barbara Webb
Lines: predictions from theoretical analysis. Diamonds: results from equivalent simulations using the full spiking model. The capacity scales logarithmically with the number of neurons, and increases if fewer KCs are activated on average by each pattern.