portfolioUser's headshot

Recurrent-neural-networks

Recurrent Neural Networks (RNNs) are a class of neural networks well-suited for modeling sequential data, such as time series or natural language, due to their internal memory.

Autoencoder Trajectory Compression
Autoencoder Trajectory Compression

LSTM autoencoder better DP for trajectory compression (Fréchet/DTW).

RNN Memory Limits
RNN Memory Limits

Investigated memory limits of RNNs in recalling uncorrelated sequences.

Primate Vocalization Classification
Primate Vocalization Classification

Deep BiLSTM classifies primate vocalizations for acoustic wildlife monitoring.