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 …

Reframing cognition: getting down to biological basics

P Lyon, F Keijzer, D Arendt… - … Transactions of the …, 2021 - royalsocietypublishing.org
The premise of this two-part theme issue is simple: the cognitive sciences should join the
rest of the life sciences in how they approach the quarry within their research domain …

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 …

The computational boundary of a “self”: developmental bioelectricity drives multicellularity and scale-free cognition

M Levin - Frontiers in psychology, 2019 - frontiersin.org
All epistemic agents physically consist of parts that must somehow comprise an integrated
cognitive self. Biological individuals consist of subunits (organs, cells, and molecular …

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 …

On having no head: cognition throughout biological systems

F Baluška, M Levin - Frontiers in psychology, 2016 - frontiersin.org
The central nervous system (CNS) underlies memory, perception, decision-making, and
behavior in numerous organisms. However, neural networks have no monopoly on the …