A Direct Adaptive Method for Faster Backpropagation Learning The RPROP Algorithm Martin Riedmiller Heinrich Braun Institut fur Logik Komplexitat und Deduktionssyteme University of Karlsruhe W Karlsru

ukade Abstract A new learning algorithm for multi layer feedforward networks RPROP is proposed To overcome the inherent disadvantages of pure gradientdescent RPROP performs a local adap tation of the weightupdates according to the be haviour of the e

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