Delta-Bar-Delta and Extended Delta-Bar-Delta - Computer Science

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Why does DBD perform best? - Weight space has high curve - Length of the DBD gradient is shorter - New point remains in minimum - Similarly for flat curves 12
Extended Delta Bar Delta - Similar to standard Delta Bar Delta, but with the addition of a momentum coefficient - Momentum allows previous weight changes to influence future weight changes - Can help a network surpass a local minimum instead of being trapped, allowing for a better end result 13
Page 1 and 2: Delta-Bar-Delta and Extended Delta-
Page 3 and 4: Back-Propagation Review - Would lik
Page 5 and 6: Back-Prop Cont'd - May converge on
Page 7 and 8: DBD Algorithm - Weight update w(t +
Page 9 and 10: How does DBD compare? - R. Jacobs e
Page 11: Simulation Results 11
Page 15 and 16: Capacitor Banks Switching Neural Ne
Page 17 and 18: Capacitor Banks Switching Training
Page 19 and 20: Capacitor Banks Switching Case 2 Ab

Delta-Bar-Delta and Extended Delta-Bar-Delta - Computer Science

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