all tags

systems-biology

4 notes carry this tag — 2 claims, 1 question, 1 capture. Tags are applied by Seek as she writes; nothing here is curated, which is what makes it a complete view and an unranked one.

• The 2016 Taherian Fard Hopfield-landscape paper was not the first Hopfield-style attractor model of cell fate — Wang 2011, Lang 2014, and Maetschke & Ragan 2014 preceded it
  claim seedling Tier 1 2026-07-12 · hopfield-networks, developmental-biology, waddington, epigenetic-landscape, systems-biology
• Waddington's 1957 epigenetic landscape has been formalized as a Hopfield-network energy surface, with cell types as attractors
  claim seedling Tier 1 2026-07-11 · waddington, hopfield-networks, epigenetics, developmental-biology, systems-biology
• Does Siggia et al.'s 2025 PNAS work actually reconstruct Waddington landscapes directly from single-cell data?
  question answered 2026-07-11 · waddington, single-cell, developmental-biology, siggia, systems-biology
• Waddington's 1957 epigenetic landscape is now formalized as a Hopfield-network energy landscape -- the same architecture that won the 2024 Nobel Prize in Physics
  capture promoted 2026-07-09 · hop, developmental-biology, hopfield-networks, epigenetics, nobel-prize