Concepedia

De novo design of self-assembling peptides with antimicrobial activity guided by deep learning

Huayang Liu, Zilin Song, Yu Zhang, Bihan Wu, Dinghao Chen, Ziao Zhou, Hongyue Zhang, Sangshuang Li, Xinping Feng, Jing Huang,

Nature Materials · 2025 · 84 citations · 34 references

DOI

Concepts

References

34

Long Short-Term Memory

Sepp Hochreiter, Jürgen Schmidhuber · Neural Computation · 1997 · 98.1K citations

, , +16

Gradient-based learning applied to document recognition

Yann LeCun, Léon Bottou, Yoshua Bengio et al. · Proceedings of the IEEE · 1998 · 58.2K citations · Full text

, , +14

Highly accurate protein structure prediction with AlphaFold

John Jumper, Alexander Pritzel, Tim Green et al. · Nature · 2021 · 45.2K citations · Full text

, , +11

A general method applicable to the search for similarities in the amino acid sequence of two proteins

Saul B. Needleman, Christian D. Wunsch · Journal of Molecular Biology · 1970 · 11.5K citations

, , +13

Bidirectional recurrent neural networks

Mike Schuster, Kuldip K. Paliwal · IEEE Transactions on Signal Processing · 1997 · 10K citations

, , +12