paper:doi-10-1007-s10439-013-0902-7Creating Living Cellular Machines
Related work— refs + corpus + external arXiv
Cited / in-corpus / arXiv badges show which signals surfaced each row. Multi-source rows weighted higher.
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- A New Kind of Network? Review and Reference Implementation of Neural Cellular AutomataJanis Keuper Martin Spitznagel2026≈ 66%
- Neural cellular automata: applications to biology and beyond classical AIMichael Levin, L\'eo Pio-Lopez Benedikt Hartl2025≈ 66%
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- Biomaker CA: a Biome Maker project using Cellular AutomataEttore Randazzo and Alexander Mordvintsev2023≈ 66%
- Engineering morphogenesis of cell clusters with differentiable programmingFrancesco Mottes, Ariana-Dalia Vlad, Michael P. Brenner, Alma dal Co Ramya Deshpande2025≈ 66%
- ≈ 66%
- ≈ 66%
- LIFE -- an energy efficient advanced continual learning agentic AI framework for frontier systemsGurudutt Hosangadi Anne Lee2026≈ 65%
- On the Implicit and on the Artificial - Morphogenesis and Emergent Aesthetics in Autonomous Collective SystemsVitorino Ramos2007≈ 65%
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- ≈ 65%
- Can a Machine be Conscious? Towards Universal Criteria for Machine ConsciousnessCosmin Badea Nur Aizaan Anwar2024≈ 65%
- Collective intelligence: A unifying concept for integrating biology across scales and substratesin corpus2024≈ 65%
- Endless forms most beautiful 2.0: teleonomy and the bioengineering of chimaeric and synthetic organismsin corpus2023≈ 64%
- Darwin's agential materials: evolutionary implications of multiscale competency in developmental biologyin corpus2023≈ 64%
- ≈ 63%
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- The computational boundary of a 'self': developmental bioelectricity drives multicellularity and scale-free cognitionin corpus2019≈ 62%
- ≈ 61%
- The biogenic approach to cognitionin corpus2005≈ 61%
- ≈ 61%
- Zoom In: An Introduction to Circuitsin corpus2020≈ 61%
- ≈ 61%
- cimcWhitepaperin corpus≈ 60%
- The Machine Consciousness Hypothesisin corpus≈ 60%
- ≈ 59%
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Developmental bioelectricity—the network of ion channels, gap junctions, and neurotransmitter-mediated Vmem (membrane potential) dynamics operating across all body cells, not just neurons—functions as
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Cellular collectives exhibit goal-directed competency that is substrate-independent, composition-independent, and origin-independent — a property Clawson and Levin term teleonomy — and this invariant,
- Living Things Are Not (20th Century) Machines: Updating Mechanism Metaphors in Light of the Modern Science of Machine Behavior
Bongard and Levin argue that the longstanding debate over whether living things are machines has been conducted against a 20th-century, static definition of 'machine' that modern engineering has alrea
- Brains and where else? Mapping theories of consciousness to unconventional embodiments
Rouleau and Levin's 2026 analysis in *Philosophical Transactions of the Royal Society A* (384, issue 2320) demonstrates that the functional and operational principles underlying most contemporary theo