Related Experiment Video
Updated: Aug 2, 2025
11:54
Real-Time Proxy-Control of Re-Parameterized Peripheral Signals using a Close-Loop Interface
Published on: May 8, 2021
4.5K
Embodied cognitive morphogenesis as a route to intelligent systems
Bradly Alicea1,2, Richard Gordon3, Jesse Parent2
1OpenWorm Foundation, Boston, MA, USA.
Interface Focus
|April 17, 2023
Summary
Embodied cognitive morphogenesis unites embryology and cognition, explaining how development and environment create intelligent behaviors. This framework models autonomous systems using symmetry breaking and information processing for bioinspired agent design.
Area of Science:
- Developmental Biology
- Cognitive Science
- Systems Biology
Background:
- Embryology emphasizes gene expression and cell mechanics for development.
- Embodied cognition highlights organism-environment interaction for intelligence.
- These views are often considered separate, limiting a holistic understanding of biological systems.
Purpose of the Study:
- To integrate embryological and cognitive perspectives into a unified framework: embodied cognitive morphogenesis.
- To explore how morphogenetic symmetry breaking leads to specialized subsystems and autonomous behaviors.
- To identify key properties (acquisition, generativity, transformation) of these developmental systems.
Main Methods:
- Modeling embodied cognitive morphogenesis using a generic organismal agent.
- Utilizing computational models like tensegrity networks, differentiation trees, and embodied hypernetworks.
- Analyzing symmetry-breaking events within developmental time.
Main Results:
- Demonstrated how morphogenetic processes generate phenotypic asymmetry and information processing subsystems.
- Identified acquisition, generativity, and transformation as key properties of emergent autonomous behaviors.
- Linked embodied cognitive morphogenesis to concepts like modularity, homeostasis, and 4E cognition.
Conclusions:
- Embodied cognitive morphogenesis offers a novel framework for understanding the development of complex organisms and intelligent behavior.
- Autonomous developmental systems can be viewed as a process of connectogenesis, integrating emergent phenotypes.
- This approach is valuable for analyzing biological systems and designing bioinspired computational agents.
Related Concept Videos
01:20Introduction to Cognitive Psychology
557
Cognitive psychology is the field of psychology dedicated to examining how people think. It attempts to explain how and why we think the way we do by studying the interactions among human thinking, emotion, creativity, language, and problem-solving, as well as other cognitive processes. Cognitive psychology studies how information is processed and manipulated in remembering, thinking, and knowing.
This field emerged in the mid-20th century, following a period dominated by behaviorism, which...
This field emerged in the mid-20th century, following a period dominated by behaviorism, which...
557
02:19Morphogenesis
28.5K
Plant morphogenesis—the development of a plant’s form and structure—involves several overlapping developmental processes, including growth and cell differentiation. Precursor cells differentiate into specific cell types, which are organized into the tissues and organ systems that make up the functional plant.
28.5K
01:17Cognitivism
1.5K
Cognitive psychology emerged as a significant field in the mid-20th century. It focused on understanding humans' internal mental processes. This approach emphasizes how people perceive, remember, think, and solve problems—elements critical to human cognition.
Previously dominated by behaviorism, which prioritized observable behaviors and largely ignored mental processes, psychology transformed in the 1950s. Cognitive psychologists argue that understanding how we think and process...
Previously dominated by behaviorism, which prioritized observable behaviors and largely ignored mental processes, psychology transformed in the 1950s. Cognitive psychologists argue that understanding how we think and process...
1.5K
01:21Cognitive Learning
461
Cognitive learning is based on purposive behavior, incidental learning, and insight learning.
E. C. Tolman's theory of purposive behavior emphasizes that much behavior is goal-directed. He argued that to understand behavior, we must look at the entire sequence of actions leading to a goal. For instance, high school students study hard, not just due to past reinforcement but also to achieve the goal of getting into a good college.
Tolman introduced the idea that behavior is influenced by...
E. C. Tolman's theory of purposive behavior emphasizes that much behavior is goal-directed. He argued that to understand behavior, we must look at the entire sequence of actions leading to a goal. For instance, high school students study hard, not just due to past reinforcement but also to achieve the goal of getting into a good college.
Tolman introduced the idea that behavior is influenced by...
461
01:30Information Processing Approach
83
The information-processing theory of cognitive development centers on fundamental mental processes, including attention, memory, and problem-solving skills. Researchers in this field examine how cognitive abilities, such as working memory, evolve and influence children's overall development. Studies indicate that children with stronger working memory tend to excel in reading comprehension, math, and problem-solving compared to peers with less efficient memory skills. Low working memory is...
83
01:25Piaget's Theory of Cognitive Development from Childhood into Adulthood
186
Jean Piaget's theory of cognitive development emphasizes the role of thinking in a child's learning process, suggesting that children are naturally curious about their environment. His approach to development is discontinuous, proposing that cognitive abilities progress through distinct stages, each with unique characteristics. Central to Piaget's theory is schemata—mental structures that allow individuals to understand and interpret the world.
Schemata: Building Blocks of...
Schemata: Building Blocks of...
186