Rapid Recognition
DiCarlo’s research goal is to reverse engineer the brain mechanisms that underlie human visual intelligence. He and his collaborators have revealed how population image transformations carried out by a deep stack of interconnected neocortical brain areas — called the primate ventral visual stream — are effortlessly able to extract object identity from visual images. His team uses a combination of large-scale neurophysiology, brain imaging, direct neural perturbation methods, and machine learning methods to build and test neurally-mechanistic computational models of the ventral visual stream and its support of cognition and behavior. Such an engineering-based understanding is likely to lead to new artificial vision and artificial intelligence approaches, new brain-machine interfaces to restore or augment lost senses, and a new foundation to ameliorate disorders of the mind.
More Research
We take for granted our ability to recognize vast numbers of objects rapidly and effortlessly, but this ability is based on a complex network of brain regions. DiCarlo is interested in how this remarkable system works. Our visual system enables us to tell within a fraction of a second whether, for example, a visual scene contains a dog, despite the fact that no two dogs are exactly alike and that the dog’s image on the retina is constantly changing depending on its location, size, pose, and illumination. Somehow, our brains create a representation of “dog-ness” that allows us to recognize an unfamiliar dog based on prior experiences with other dogs. We learn thousands of such categories in early childhood, and we continue to acquire them throughout life.
Using electrophysiological recordings from animals and neuroimaging techniques with animal and human subjects, DiCarlo is studying the patterns of brain activity that underlie our ability to recognize visual objects. In collaboration with McGovern colleague Nancy Kanwisher, DiCarlo has shown that the highest stage of this ventral stream – the inferior temporal (IT) cortex – contains clusters of neurons that respond to similar types of objects. DiCarlo has shown that the brain’s ability to recognize objects under different conditions is altered by experience. As we gain experience with visual objects, the activity of IT neurons and our perception of objects change – pointing to how the ventral stream might “learn” to represent objects in the first place. DiCarlo believes that this ventral stream transforms pixel-based images of the world into patterns of nerve activity that emphasize object identity and discount potentially confusing variables like the object’s position and size.
Biography
Jim DiCarlo joined the McGovern Institute in 2002, and is currently the Peter de Florez Professor of Brain and Cognitive Sciences as well as Director of the MIT Quest for Intelligence. For nearly nine years, DiCarlo was also the head of MIT’s Brain and Cognitive Sciences Department. He received his MD and PhD in Biomedical Engineering from Johns Hopkins University in 1998 and did his postdoctoral work at Baylor College of Medicine from 1998 to 2002. He is a past recipient of a Sloan fellowship, a Pew Scholar Award, and a McKnight Scholar Award.
Honors and Awards
Member, American Academy of Arts and Sciences
McKnight Scholar Award in Neuroscience, 2006-2009
MIT School of Science Prize for Excellence in Teaching, 2005
Alfred P. Sloan Research Fellow, 2002
Pew Scholar Award in the Biomedical Sciences, 2002-2006
MIT School of Science Prize for Excellence in Teaching, 2005
Controlling Actions
A fundamental job of the brain is to produce actions. Emeritus Professor Emilio Bizzi examined how the brain handles the enormous complexity involved in making even the simplest movement. One of his key discoveries was that groups of muscles are activated synergistically by circuits of neurons in the spinal cord. He argued that these synergies represent fundamental building blocks for assembling repertoires of complex movements and might be used to restore limb movements compromised by stroke or muscle injury.
Biography
Emilio Bizzi is an Emeritus MIT Institute Professor and Investigator in the McGovern Institute. He earned an MD from the University of Rome in 1958 and a PhD from the University of Pisa in 1968. Bizzi joined the MIT faculty in 1968 and served as director of the Whitaker College of Health Sciences and Technology from 1983 to 1989. Bizzi chaired the MIT Department of Brain and Cognitive Sciences from 1986 to 1997. He was appointed Investigator at the McGovern Institute in 2001.
Honors and Awards
Member, National Academy of Sciences
Member, Institute of Medicine
President, American Academy of Arts and Sciences 2006-2010
ISSNAF Lifetime Achievement Award, 2018
Gold Medal for Scientific Contributions from the President of Italy, 2005
Empedocles Prize, 2005
Institute Professor, 2002
Hermann von Helmholtz Award, 1992
Probing the Mind-Body Connection
Polina Anikeeva develops cutting-edge neurotechnologies to probe the flow of information between the brain and peripheral organs in the body.
The brain and the digestive tract are in constant communication, relaying signals that influence our behavior and mental state. Anikeeva’s lab has developed ultrathin, flexible fibers that probe this extensive communication network. The multifunctional fibers are compatible the body’s soft tissue and are equipped with light emitters for activating subsets of cells and tiny channels for delivering genetic cargo or drugs. By deploying these probes within the gastrointestinal tract, Anikeeva’s team has explored how gut-brain circuits contribute to complex behaviors like decision-making and mood.
Anikeeva’s group is also developing magnetic nanoparticles to modulate neural activity wirelessly. Working in conjunction with biological receptors, these non-invasive nanoscale transducers could replace wires in deep-brain stimulation for Parkinson’s disease, or control stress hormones released by adrenal glands. Ultimately, Anikeeva hopes these novel technologies will improve therapies and predictive diagnostics for achieving healthy minds in healthy bodies.
Biography
Polina Anikeeva was born in Leningrad, USSR, and grew up in St. Petersburg, Russia. She got her BS in physics from St. Petersburg State Polytechnic University in 2003, and then spent a year as a researcher at the Los Alamos National Laboratory in New Mexico working on solar cells composed of semiconductor nanocrystals.
She completed her PhD in materials science at MIT in 2009 with her thesis dedicated to physics-driven design of light-emitting devices based on organic materials and quantum dots. Her curiosity in biology led her to a postdoctoral fellowship in neuroscience and bioengineering at Stanford University, where she began creating optoelectronic devices for recording and stimulation of neural activity.
In 2011, Anikeeva returned to MIT as an assistant professor in materials science and engineering and became the associate director of the Research Laboratory of Electronics. She became an associate professor of brain and cognitive sciences and an associate member of the McGovern Institute in 2018. In 2022, she became the director of the newly launched K. Lisa Yang Brain-Body Center at MIT, where she directs research into the neural pathways beyond the brain. In 2024, she was named head of the Department of Materials Science and Engineering at MIT.
Honors and Awards
Awards
- 2022 – Matoula S. Salapatas Professor in Materials Science and Engineering, MIT
- 2022 – Future Founders Prize, MIT
- 2021 – NIH Director’s Pioneer Award, National Institutes of Health
- 2020 – MacVicar Faculty Fellow, MIT
- 2019 – MITx Prize for Teaching and Learning in MOOCs, MIT
- 2018 – Vilcek Prize for Creative Promise, Vilcek Foundation
- 2015 – Junior Bose Teaching Award, School of Engineering, MIT
- 2015 – Top Innovator Under 35, Technology Review
- 2014 – Outstanding Faculty Undergraduate Research (UROP) Mentor, MIT
- 2013 – Mildred Dresselhaus Prize, MIT
- 2013 – Young Faculty Award, DARPA
- 2013 – NSF CAREER Award, National Science Foundation
Engineering the Brain
Ed Boyden develops advanced technologies for analyzing, engineering, and simulating brain circuits to reveal and repair the fundamental mechanisms behind complex brain processes.
Boyden may be best known for pioneering optogenetics, a powerful method that enables scientists to control neurons using light. He also led the team that created expansion microscopy, which expands nanoscale features in a cell to make them visible using conventional microscopes. In addition, his lab develops methods so that many signals can be imaged in living cells at the same time. He continues to invent new tools, and works to systematically integrate these tools to enable biologically accurate computer simulations of the brain.
Biography
Ed Boyden is Y. Eva Tan Professor in Neurotechnology at MIT, a McGovern Institute Investigator, and professor of brain and cognitive sciences, media arts and sciences, and biological engineering at MIT. He is also an Investigator at the Howard Hughes Medical Institute. Boyden leads the Synthetic Neurobiology Group at MIT, which develops tools for analyzing and repairing complex biological systems, and applies them to repair the brain and to create biologically accurate computer simulations of the brain. He also co-directs the MIT Center for Neurobiological Engineering, which aims to develop new tools to accelerate neuroscience progress, and the K. Lisa Yang Center for Bionics, which pioneers transformational bionic interventions across a broad range of conditions affecting the body and mind. He is a faculty member of the MIT Center for Environmental Health Sciences, Computational & Systems Biology Initiative, and Koch Institute.
Boyden received his PhD in neurosciences from Stanford University in the labs of Jennifer Raymond and Richard Tsien. He started college at age 14, studying chemistry at the University of North Texas with Paul Braterman, and went on to earn three degrees from MIT in physics, electrical engineering and computer science, by age 19. Boyden joined the MIT faculty in 2007 and was named a McGovern Investigator in 2010.
Honors and Awards
Honors
- Investigator, Howard Hughes Medical Institute
- Member, National Academy of Sciences
- Member, American Academy of Arts and Sciences
- Member, American Institute for Medical and Biological Engineering (AIMBE) College of Fellows
- Member, National Academy of Inventors
Awards
- 2020 – Wilhelm Exner Medal, Austrian Industry Association
- 2019 – Croonian Medal, The Royal Society
- 2019 – Warren Alpert Prize, Warren Alpert Foundation
- 2019 – Lennart Nilsson Award, Karolinska Institutet
- 2019 – Rumford Prize, American Academy of Arts and Sciences
- 2018 – Canada Gairdner International Award, Gairdner Foundation
- 2016 – Breakthrough Prize in Life Sciences
- 2015 – Frontiers of Knowledge Award in Biology and Biomedicine, BBVA Foundation
- 2015 – Young Investigator Award, Society for Neuroscience
- 2015 – Andrew Carnegie Prize in Mind and Brain Sciences, Carnegie Mellon University
- 2013 – Jacob Heskel Gabbay Award in Biotechnology and Medicine, Brandeis University
- 2013 – NIH Director’s Pioneer Award, National Institutes of Health
- 2013 – Brain Prize (formerly known as the Grete Lundbeck European Brain Research Prize), Lundbeck Foundation
- 2011 – Perl/UNC Prize in Neuroscience, UNC-Chapel Hill School of Medicine
Virtual Tour of Boyden Lab