Reducing state updates via Gaussian-gated LSTMs

no code implementations • 22 Jan 2019 • Matthew Thornton, Jithendar Anumula, Shih-Chii Liu

Finally, by employing a temporal curriculum learning schedule for the g-LSTM, we can reduce the convergence time of the equivalent LSTM network on long sequences.

Gaussian-gated LSTM: Improved convergence by reducing state updates

no code implementations • 27 Sep 2018 • Matthew Thornton, Jithendar Anumula, Shih-Chii Liu

Finally, by employing a temporal curriculum learning schedule for the g-LSTM, we can reduce the convergence time of the equivalent LSTM network on long sequences.