Biological Modeling and Signal Processing
Credit: Peter Allen

Biological Modeling & Signal Processing research topics include: neuroengineering to map and modify neural signaling; quantitative mechanobiology to reveal how physical forces and changes in the mechanics of cells and their environment drives cell signaling and responses; biological dynamics to describe and understand time varying biological systems; and the development of enabling methods such as quantitative image processing, machine learning and signal processing algorithms.

Affiliated Researchers

Assistant Professor, Computer Science and Psychological and Brain Sciences
What does the world look like with a bionic eye?
Assistant Professor
Chemical Engineering
The goal of our lab is to develop novel single-cell sequencing technologies to understand how variability in the epigenome regulates gene expression heterogeneity and cell fate decisions.
Professor, Physics
Research interests of our group are primarily experimental, and span both equilibrium and non-equilibrium phenomena.
Assistant Professor
Molecular, Cell and Developmental Biology
Combining theory and experimentation to understand how navigational decisions come about in terms of neural-circuit computation.
Professor
Physics
Active systems are assemblies of interacting entities that individually consume energy to generate motion and forces and collectively exhibit organized behaviors on scales much larger than that of the individuals.
Assistant Professor
Chemical Engineering
Our research focuses on engineering genetic reporters for imaging what we think of as the "dark matter" of biology - living systems that cannot be readily imaged using existing reporter gene techniques.
Professor
Chemical Engineering
Genetic engineering and synthetic biology of non-model microorganisms.
Mehrabian Distinguished Professor
Computer Science
Mechanical Engineering
Modeling, simulation and data analytics of multiscale systems in biology and medicine.
Associate Director, Biological Engineering
Professor, Chemistry & Biochemistry
In-vivo molecular measurements, anyone?
Director, Biological Engineering
Professor of ME, and BMSE
The Pruitt Lab studies how mechanics mediates biological signaling using microtechnologies for cellular mechanobiology and mechanical measurements.
Professor
Materials
Saleh's research is focused on the molecular physics underlying biological systems, with particular experience in nucleic acids, protein/DNA interactions, biomolecular elasticity, and self-assembled biomolecular systems.
Associate Professor, Electrical & Computer Engineering
Co-Director, Brain Initiative
Advisory Board, Neuroscience Research Institute
We're generally interested in how the brain works, at the level of neurons and synapses.
Assistant Professor
Mechanical Engineering
Engineering biomaterials to probe questions in mechanobiology.
Assistant Professor
Physics
We use ideas and concepts from physics, computer science, and mathematics to ask how embryos get in shape, and how organs function.
Associate Professor
Electrical & Computer Engineering
Theogarajan is interested in the marriage between materials, electronics and micro/nanofabrication as a means of developing new devices and tools for medical applications.
Assistant Professor
Molecular, Cell and Developmental Biology
Combining theory and experimentation to understand how navigational decisions come about in terms of neural-circuit computation.
Associate Professor
Electrical and Computer Engineering
Media Arts and Technology Graduate Program
Mechanical Engineering
Haptics, Robotics, Tactile Sensing, Soft Electronics, Soft Robotics, Bioinspired Systems, Computational Acoustics
Assistant Professor
Molecular, Cellular, and Developmental Biology
We use photo-switchable proteins from plants to understand and control complex cellular behaviors.
Assistant Professor
Mechanical Engineering
How does life perform computation?