MemNovo

algorithm · Transformer (AR)

MemNovo: algorithm · Transformer (AR). Autoregressive transformer de novo sequencer with a memory mechanism that lets the decoder revisit the input spectrum at each step to balance error accumulation.

Autoregressive transformer de novo sequencer with a memory mechanism that lets the decoder revisit the input spectrum at each step to balance error accumulation.

Kind	algorithm
Family	Transformer (AR)
Deep learning	yes
Acquisition	DDA

Papers

• MemNovo: Look Back at the Spectrum for Balanced De Novo Peptide Sequencing from Mass Spectrometry (2026, arXiv, preprint)

Authors (5)

Dongxin Lyu, Jingbo Zhou, Hongxin Xiang, Yuqiang Li, Jun Xia

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