Example: Biological Sequences
- Biological sequences (DNA/RNA/proteins) are effectively categorical time series.
- LSTMs capture sequence motifs and long-range dependencies (akin to language models).
- Widely used in genomics and proteomics (e.g., protein function, gene expression).
- They naturally handle variable-length input by processing one element at a time.