Related Experiment Video
Updated: Apr 28, 2026

Efficient Sampling of Genetically Encoded Biosensor Design Space Enabled with a Design of Experiments and Automation Workflow
Published on: October 17, 2025
Feedback control as a framework for understanding tradeoffs in biology
Noah J Cowan1, Mert M Ankarali2, Jonathan P Dyhr2
1*Department of Mechanical Engineering, Johns Hopkins University, Baltimore, MD 21218, USA; Department of Biology, University of Washington, Seattle, WA 98195, USA; Department of Biological Sciences, New Jersey Institute of Technology, Newark, NJ 07102, USA ncowan@jhu.edu.
Control theory provides a mathematical framework for understanding feedback in dynamical systems. Applying control theory to animal sensorimotor dynamics reveals how feedback mechanisms ensure stability and regulate responses to environmental perturbations.
Area of Science:
- Control theory
- Dynamical systems theory
- Animal behavior
Background:
- Control theory originated in engineering for synthetic systems, providing a mathematical basis for feedback and stability.
- Its principles are applicable to biological systems, including gene networks, metabolic pathways, and sensorimotor dynamics.
- Understanding biological regulation through feedback is crucial for diverse fields.
Purpose of the Study:
- To apply control theory principles to analyze the sensorimotor dynamics of animals.
- To investigate how feedback mechanisms interact with physical dynamics to ensure stability and response to perturbations.
- To highlight the utility of control theory in understanding biological systems.
Main Methods:
- Case studies analyzing sensorimotor dynamics in electric fish, cockroaches, and moths.
- Framing animal behaviors as control problems with sensory input, neural processing, and motor dynamics.
- Utilizing principles of control theory to probe stability and feedback in closed-loop systems.
Main Results:
- Demonstrated how control theory can model and explain the stability and feedback in animal behaviors.
- Illustrated the interaction between feedback mechanisms and physical dynamics in aquatic, terrestrial, and aerial environments.
- Provided a unified framework for analyzing diverse animal responses to sensory inputs and perturbations.
Conclusions:
- Control theory offers a powerful framework for understanding biological regulation and sensorimotor control in animals.
- Feedback mechanisms are critical for maintaining stability and adapting to environmental changes in biological systems.
- The application of control theory to animal dynamics enhances our understanding of biological complexity and adaptation.
Related Concept Videos
Limits to Natural Selection
Cell Signaling Feedback Loops
Negative feedback loops
Most signaling systems have negative feedback loops that can perform different functions such as output limiter, and adaptation.
Output limiter
Upon receiving an input signal, the cellular response rapidly increases until a threshold is reached. Beyond this threshold, a negative feedback loop...
Feedback control systems
Linear feedback systems are theoretical models that simplify analysis and design. These systems operate under the principle that their output is directly proportional to their input within certain ranges. For instance, an amplifier in a control system behaves linearly as long as the input signal remains within a specific range. However, most physical systems exhibit inherent nonlinearity...
Positive and Negative Feedback Loops
Effects of feedback
Feedback significantly modifies the gain of a control system. The gain of a system without feedback is altered by a factor of one plus GH, where G represents...
Control Systems
At the heart...

