Research Article

A Reinforcement Learning Framework for Spiking Networks with Dynamic Synapses

Table 1

Summary of performance measures for the network with 7 neurons in the hidden layer.

Window Distance Max. cross-correl. coeff.
𝒲 𝒟 ( 𝐹 , 𝐺 ) 𝒳 ( 𝐹 , 𝐺 ) ( % )

4 msec 4.63 ± 5.12 89.50 ± 6.01
5 msec 3.21 ± 2.33 93.09 ± 3.04
7 msec 6.83 ± 5.41 94.42 ± 3.01