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Image Credit: Arxiv

Do Protein Transformers Have Biological Intelligence?

  • A new study explores the potential of Protein Transformers in capturing biological intelligence among protein sequences.
  • The study introduces a protein function dataset named Protein-FN containing over 9000 protein data with meaningful labels.
  • A new Transformer architecture called Sequence Protein Transformers (SPT) is developed for efficient protein function predictions.
  • The research also introduces an Explainable Artificial Intelligence (XAI) technique called Sequence Score to interpret the decision-making processes of protein models, demonstrating promising results.

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