Michael Levin

Orcid: 0000-0001-7292-8084

Affiliations:
  • Tufts University, Medford, MA, USA


According to our database1, Michael Levin authored at least 69 papers between 2012 and 2024.

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Bibliography

2024
Natural Induction: Spontaneous Adaptive Organisation without Natural Selection.
Entropy, September, 2024

Evolutionary Implications of Self-Assembling Cybernetic Materials with Collective Problem-Solving Intelligence at Multiple Scales.
Entropy, July, 2024

Self-Improvising Memory: A Perspective on Memories as Agential, Dynamically Reinterpreting Cognitive Glue.
Entropy, June, 2024

Principled Limitations on Self-Representation for Generic Physical Systems.
Entropy, March, 2024

From reinforcement learning to agency: Frameworks for understanding basal cognition.
Biosyst., January, 2024

Diffusion Models are Evolutionary Algorithms.
CoRR, 2024

Classical Sorting Algorithms as a Model of Morphogenesis: self-sorting arrays reveal unexpected competencies in a minimal model of basal intelligence.
CoRR, 2024

Oscillatory phenomena in electrophysiological networks: The coupling between cell bioelectricity and transcription.
Comput. Biol. Medicine, 2024

2023
Toward an ethics of autopoietic technology: Stress, care, and intelligence.
Biosyst., September, 2023

Regulative development as a model for origin of life and artificial life studies.
Biosyst., July, 2023

Control Flow in Active Inference Systems - Part II: Tensor Networks as General Models of Control Flow.
IEEE Trans. Mol. Biol. Multi Scale Commun., June, 2023

Control Flow in Active Inference Systems - Part I: Classical and Quantum Formulations of Active Inference.
IEEE Trans. Mol. Biol. Multi Scale Commun., June, 2023

Cellular signaling pathways as plastic, proto-cognitive systems: Implications for biomedicine.
Patterns, May, 2023

Cellular Competency during Development Alters Evolutionary Dynamics in an Artificial Embryogeny Model.
Entropy, January, 2023

SBMLtoODEjax: efficient simulation and optimization of ODE SBML models in JAX.
CoRR, 2023

2022
The free energy principle induces neuromorphic development.
Neuromorph. Comput. Eng., December, 2022

Biological underpinnings for lifelong learning machines.
Nat. Mach. Intell., 2022

Active inference, morphogenesis, and computational psychiatry.
Frontiers Comput. Neurosci., 2022

Minimal Developmental Computation: A Causal Network Approach to Understand Morphogenetic Pattern Formation.
Entropy, 2022

Metacognition as a Consequence of Competing Evolutionary Time Scales.
Entropy, 2022

Biology, Buddhism, and AI: Care as the Driver of Intelligence.
Entropy, 2022

Competency in Navigating Arbitrary Spaces as an Invariant for Analyzing Cognition in Diverse Embodiments.
Entropy, 2022

There's Plenty of Room Right Here: Biological Systems as Evolved, Overloaded, Multi-scale Machines.
CoRR, 2022

The scaling of goals via homeostasis: an evolutionary simulation, experiment and analysis.
CoRR, 2022

The Free Energy Principle drives neuromorphic development.
CoRR, 2022

Biological Robots: Perspectives on an Emerging Interdisciplinary Field.
CoRR, 2022

Memory via Temporal Delays in weightless Spiking Neural Network.
CoRR, 2022

Technological Approach to Mind Everywhere (TAME): an experimentally-grounded framework for understanding diverse bodies and minds.
CoRR, 2022

Competition for finite resources as coordination mechanism for morphogenesis: An evolutionary algorithm study of digital embryogeny.
Biosyst., 2022

Neurons as hierarchies of quantum reference frames.
Biosyst., 2022

2021
A cellular platform for the development of synthetic living machines.
Sci. Robotics, 2021

Metabolic limits on classical information processing by biological cells.
Biosyst., 2021

Morphology changes induced by intercellular gap junction blocking: A reaction-diffusion mechanism.
Biosyst., 2021

A Comprehensive Conceptual and Computational Dynamics Framework for Autonomous Regeneration Systems.
Artif. Life, 2021

Scale invariant robot behavior with fractals.
Proceedings of the Robotics: Science and Systems XVII, Virtual Event, July 12-16, 2021., 2021

2020
A scalable pipeline for designing reconfigurable organisms.
Proc. Natl. Acad. Sci. USA, 2020

Machine Learning-Driven Bioelectronics for Closed-Loop Control of Cells.
Adv. Intell. Syst., 2020

Scalable sim-to-real transfer of soft robot designs.
Proceedings of the 3rd IEEE International Conference on Soft Robotics, 2020

Robot Cancer: what the bioelectrics of embryogenesis and regeneration can teach us about unconventional computing, cognition, and the software of life.
Proceedings of the 2020 Conference on Artificial Life, 2020

2019
Neural control of body-plan axis in regenerating planaria.
PLoS Comput. Biol., 2019

Modeling somatic computation with non-neural bioelectric networks.
CoRR, 2019

Automated shapeshifting for function recovery in damaged robots.
CoRR, 2019

Toward Modeling Regeneration via Adaptable Echo State Networks.
Proceedings of the From Parallel to Emergent Computing, 1st Edition, 2019

2018
Inform: Efficient Information-Theoretic Analysis of Collective Behaviors.
Frontiers Robotics AI, 2018

Slime mould: The fundamental mechanisms of biological cognition.
Biosyst., 2018

The bioelectric code: An ancient computational medium for dynamic control of growth and form.
Biosyst., 2018

Pattern Regeneration in Coupled Networks.
Proceedings of the 2018 Conference on Artificial Life, 2018

Modeling Cell Migration in a Simulated Bioelectrical Signaling Network for Anatomical Regeneration.
Proceedings of the 2018 Conference on Artificial Life, 2018

From Physics to Pattern: Uncovering Pattern Formation in Tissue Electrophysiology.
Proceedings of the 2018 Conference on Artificial Life, 2018

A Computational Framework for Autonomous Self-repair Systems.
Proceedings of the AI 2018: Advances in Artificial Intelligence, 2018

2017
A computational model of planarian regeneration.
Int. J. Parallel Emergent Distributed Syst., 2017

Modeling regenerative processes with membrane computing.
Inf. Sci., 2017

Slime mould: the fundamental mechanisms of cognition.
CoRR, 2017

Inform: A toolkit for information-theoretic analysis of complex systems.
Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence, 2017

Introducing simulated stem cells into a bio-inspired cell-cell communication mechanism for structure regeneration.
Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence, 2017

Microfluidic platform to study intercellular connectivity through on-chip electrical impedance measurement.
Proceedings of the IEEE 60th International Midwest Symposium on Circuits and Systems, 2017

Investigating the effects of noise on a cell-to-cell communication mechanism for structure regeneration.
Proceedings of the Fourteenth European Conference Artificial Life, 2017

2016
MoCha: Molecular Characterization of Unknown Pathways.
J. Comput. Biol., 2016

Corrigendum to "On chirality of slime mould" [BioSystems 140 (2016) 23-27].
Biosyst., 2016

On chirality of slime mould.
Biosyst., 2016

Computational discovery and <i>in vivo</i> validation of <i>hnf4</i> as a regulatory gene in planarian regeneration.
Bioinform., 2016

Dynamic Structure Discovery and Repair for 3D Cell Assemblages.
Proceedings of the Fifteenth International Conference on the Simulation and Synthesis of Living Systems, 2016

A Level Set Approach to Simulating Xenopus laevis Tail Regeneration.
Proceedings of the Fifteenth International Conference on the Simulation and Synthesis of Living Systems, 2016

2015
Inferring Regulatory Networks from Experimental Morphological Phenotypes: A Computational Method Reverse-Engineers Planarian Regeneration.
PLoS Comput. Biol., 2015

2014
Design of a flexible component gathering algorithm for converting cell-based models to graph representations for use in evolutionary search.
BMC Bioinform., 2014

Limbform: a functional ontology-based database of limb regeneration experiments.
Bioinform., 2014

2013
Planform: an application and database of graph-encoded planarian regenerative experiments.
Bioinform., 2013

2012
Modeling Planarian Regeneration: A Primer for Reverse-Engineering the Worm.
PLoS Comput. Biol., 2012

Morphogenetic fields in embryogenesis, regeneration, and cancer: Non-local control of complex patterning.
Biosyst., 2012


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