Figure 17. The performance of learning rules when their parameters were optimized for fast learning for, ().

(A) The number of learning epochs required for correct learning as a function of the load , for . Correct learning was not achieved for I-learning and ReSuMe for larger than 0.03. (B) The number of learning epochs required for correct learning as a function of the number of input synapses . Correct learning was not achieved for I-learning for nor larger than 6,000. Averages and standard deviations over 500 realizations. The arrows indicate the conditions for which the parameters were optimized.