Cognition from the bottom up: on biological inspiration, body morphology, and soft materials
Abstract
Traditionally, in cognitive science the emphasis is on studying cognition from a computational point of view. Studies in biologically inspired robotics and embodied intelligence, however, provide strong evidence that cognition cannot be analyzed and understood by looking at computational processes alone, but that physical system-environment interaction needs to be taken into account. In this opinion article, we review recent progress in cognitive developmental science and robotics, and expand the notion of embodiment to include soft materials and body morphology in the big picture. We argue that we need to build our understanding of cognition from the bottom up; that is, all the way from how our body is physically constructed.
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The capacity for robots to generate adaptive behavior can be facilitated by exploiting their material properties; elasticity can stabilize the body during motion, while compliant properties can allow an effector to adapt to the shape of an object for grasping and manipulation.
“The capacity for robots to generate adaptive behavior can be facilitated by exploiting their material properties. Elasticity, for instance, can stabilize the body during motion, while compliant properties can allow an effector to adapt to the shape of an object for grasping and manipulation (Pfeifer et al., 2014).”
From Lessons for Robotics From the Control Architecture of the Octopus (2022) · cites this paper as Pfeifer et al., 2014
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References 92 · Cited by 120
- Authors
- Pfeifer, R., Iida, F., & Lungarella, M.
- Affiliations
- University of Zurich (CH)
- Corresponding author
- Pfeifer, Rolf
- Lungarella, Max
- Venue
- Trends in Cognitive Sciences
- Publisher
- Elsevier BV
- Published
- 2014-08
- Volume
- 18
- Issue
- 8
- Pages
- 404-413
- ISSN
- 1364-6613 (ISSN-L)
- OpenAlex
- W2021057782
- Cited by
- 120
- References
- 92
- Citations by year
- 2026: 8 · 2025: 10 · 2024: 4 · 2023: 9 · 2022: 17 · 2021: 5 · 2020: 10 · 2019: 13 · 2018: 11 · 2017: 11 · 2016: 14 · 2015: 5 · 2014: 3
- FWCI
- 1.07
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Trends in Cognitive Sciences (publishedVersion)
- PubMed (publishedVersion)
- Cambridge University Engineering Department Publications Database (submittedVersion)
- Zurich Open Repository and Archive (University of Zurich) (submittedVersion)
- Topics
- Life Sciences › Neuroscience › Cognitive Neuroscience › Embodied and Extended Cognition
- Social Sciences › Psychology › Social Psychology › Social Robot Interaction and HRI
- Physical Sciences › Engineering › Biomedical Engineering › Soft Robotics and Applications
- Keywords
- embodiment, body morphology, soft materials, bio-inspired robotics, embodied AI, system-environment interaction, cognitive development, cognitive modeling
- MeSH terms
- Animals, Artificial Intelligence, Brain, Cognition, Humans, Models, Biological, Perception, Robotics, Software, Mind-Body Relations, Metaphysical, Brain-Computer Interfaces
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