Biological underpinnings for lifelong learning machines

D Kudithipudi, M Aguilar-Simon, J Babb… - Nature Machine …, 2022 - nature.com
Biological organisms learn from interactions with their environment throughout their lifetime.
For artificial systems to successfully act and adapt in the real world, it is desirable to similarly …

Bioelectric signaling: Reprogrammable circuits underlying embryogenesis, regeneration, and cancer

M Levin - Cell, 2021 - cell.com
How are individual cell behaviors coordinated toward invariant large-scale anatomical
outcomes in development and regeneration despite unpredictable perturbations …

Technological approach to mind everywhere: an experimentally-grounded framework for understanding diverse bodies and minds

M Levin - Frontiers in systems neuroscience, 2022 - frontiersin.org
Synthetic biology and bioengineering provide the opportunity to create novel embodied
cognitive systems (otherwise known as minds) in a very wide variety of chimeric …

Competency in navigating arbitrary spaces as an invariant for analyzing cognition in diverse embodiments

C Fields, M Levin - Entropy, 2022 - mdpi.com
One of the most salient features of life is its capacity to handle novelty and namely to thrive
and adapt to new circumstances and changes in both the environment and internal …

Shape changing robots: bioinspiration, simulation, and physical realization

D Shah, B Yang, S Kriegman, M Levin… - Advanced …, 2021 - Wiley Online Library
One of the key differentiators between biological and artificial systems is the dynamic
plasticity of living tissues, enabling adaptation to different environmental conditions, tasks, or …

Darwin's agential materials: evolutionary implications of multiscale competency in developmental biology

M Levin - Cellular and Molecular Life Sciences, 2023 - Springer
A critical aspect of evolution is the layer of developmental physiology that operates between
the genotype and the anatomical phenotype. While much work has addressed the evolution …

[HTML][HTML] Future medicine: from molecular pathways to the collective intelligence of the body

E Lagasse, M Levin - Trends in Molecular Medicine, 2023 - cell.com
The remarkable anatomical homeostasis exhibited by complex living organisms suggests
that they are inherently reprogrammable information-processing systems that offer …

Synthetic morphology with agential materials

J Davies, M Levin - Nature Reviews Bioengineering, 2023 - nature.com
Bioengineering can address many important needs, from transformative biomedicine to
environmental remediation. In addition to practical applications, the construction of new …

Bioelectric networks: the cognitive glue enabling evolutionary scaling from physiology to mind

M Levin - Animal Cognition, 2023 - Springer
Each of us made the remarkable journey from mere matter to mind: starting life as a
quiescent oocyte (“just chemistry and physics”), and slowly, gradually, becoming an adult …

Endless forms most beautiful 2.0: teleonomy and the bioengineering of chimaeric and synthetic organisms

WP Clawson, M Levin - Biological Journal of the Linnean …, 2023 - academic.oup.com
The rich variety of biological forms and behaviours results from one evolutionary history on
Earth, via frozen accidents and selection in specific environments. This ubiquitous baggage …