Specifically , by leveraging the merits of the [[ deep Long Short-Term Memory -LRB- LSTM -RRB- subnetwork ]] , the proposed << model >> automatically captures the complex long-range temporal dynamics , which naturally avoids the typical sliding window design and thus ensures high computational efficiency .
This example is USED-FOR.