Principal Investigator
Ruben Coen-Cagli. I am Associate Professor in the Department of Systems and Computational Biology and Department of Neuroscience at Albert Einstein College of Medicine. I obtained my degree in theoretical physics from the University of Napoli Federico II in 2005 with a thesis on quantum computing, an interdisciplinary effort to turn the fundamental properties of the microscopic world into a novel computing paradigm. In my graduate work at the same university, I combined eye-tracking experiments, Bayesian modeling and a robotic arm simulator to study eye-hand coordination. In 2008 I started a postdoc with Odelia Schwartz, studying the link between statistical structure in natural images and neuronal responses in visual cortex, in collaboration with Peter Dayan and Adam Kohn. I joined the lab of Alexandre Pouget in 2012 with the SSN-IBRO postdoctoral fellowship, to study the origins of visual cortical and perceptual variability. I joined Albert Einstein College of Medicine in 2016.
contact: ruben.coen-cagli at einsteinmed dot edu
Postdocs - please get in touch if you'd like to join the lab!
Students
Linghao Xu. I joined the lab in 2022 after I received my Master’s degree from the University of Rochester, under the supervision of Drs. Ralf Haefner and Greg DeAnglies. I’m interested in the normalization model and relating the uncertainty in visual stimulus with the variability in neural responses. I’m also interested in Bayesian inference in human heading perception and previously worked with Dr. Alan Stocker in my undergraduate study.
Concetta Brusco is an MSTP student at Einstein. Cetta is interested in computational neuroscience and have previously studied hypoxia in brain tumor cells, and transcranial magnetic stimulation (TMS) as a treatment for addiction.
Tridib Biswas. MSTP student. Tridib joined the lab in 2023. Tridib is interested in perceptual segmentation and biologically inspired neural networks. He has a background working in cell segmentation and image processing for biological images.
Darnell Adrian Williams. Adrian is an MD-PhD student and future physician-scientist with a demonstrated passion for research, leadership, and advocacy. His research interests center around using computational methods to better understand and treat neurological problems. Adrian is particularly interested in identifying and combating healthcare disparities, neuroscience, psychiatric diseases, biomedical imaging, big data, AI/ML, and biotechnology/startups. Previously, Adrian worked in the labs of Jeremy Gunawardena at Harvard Medical School’s Systems Biology Department and Conor Liston at Weill Cornell Medical College, where he studied transcranial magnetic stimulation (TMS) as a treatment for treatment-resistant depression using neuroimaging and machine learning. He joined the Coen-Cagli lab in 2024. Outside of science and medicine, Adrian enjoys golf, trying new restaurants, art, music, watch collecting, cooking, and being happy.
Mirko Morello. Mirko is a PhD student at Universita' di Milano Bicocca specializing in Artificial Intelligence, co-supervised by Ruben. Mirko seeks to decode the intricacies of neural dynamics and perception, applying advanced machine learning methodologies to unravel the sophisticated patterns underlying visual perceptual segmentation. Mirko is intrinsically motivated by the endless pursuit of knowledge, continually bridging theoretical foundations with practical applications, aiming not just to understand complexity, but to reveal its inherent beauty.
Rotation Students
Alumni
Julia Wang. (scholar page) Postdoc 2024. Julia moved on to a biotech startup.
Amirhossein Farzmahdi. (scholar page) Postdoc 2021-2024. Amir is now a postdoc at Columbia University with Niko Kriegeskorte.
Oren Weiss. (github page) MSTP student 2019-2024.
Claire Launay. (Personal Website). Postdoc 2020-2023. Claire is currently Associate Professor at the LMBA, Universite' de Vannes, France.
Daniel Herrera-Esposito. (Scholar page) Joint PhD student in our lab and Montevideo Uruguay. Currently a postdoc with Johannes Burge
Sacha Sokoloski. (Personal Website): Postdoc 2017-2021. Sacha is currently a postdoc in the lab of Phillip Berens
Dylan Festa. (Scholar page) Postdoc 2016-2020. Dylan is currently a postdoc in the lab of Julijana Gjorjieva
Jonathan Vacher. (Personal website) 2017-2020 postdoc. Jonathan is currently Assistant Professor at University of Paris-Cite MAP5.
Matteo Francesco Falcone. 2025 research intern.
Chiara Galimberti. 2025 research intern.
Matteo Francesco Falcone. 2025 research intern.
Former rotation students
Divya Periyakoil. 2024 Rotation. Divya is an MD-PhD student at Einstein.
Darnell Adrian Williams. 2023 Rotation. Adrian is an MD-PhD student at Einstein.
Matthew Chin. 2021 Rotation. Matthew is an MD-PhD student at Einstein.
Aleksandra Fryc. 2020 rotation student. Aleksandra is a Ph.D candidate in Neuroscience at Einstein.
Elliot Kim. 2020 rotation student. Elliot is a MD/Ph.D candidate in Adam Kohn's lab at Einstein.
Alexander Ferrena. 2020 rotation student. Alex is a PhD candidate at Einstein.
Aravind Krishna. 2018 rotation student. Aravind is a PhD candidate in Adam Kohn's lab at Einstein.
Abhimanyu Pavuluri. 2018 rotation student. Abhimanyu is a PhD candidate in Adam Kohn's lab at Einstein.
Aida Davila. 2018 rotation student. Aida is a PhD candidate in Adam Kohn's lab at Einstein.
Eli Guenzburger. 2017 Summer undergraduate student. Eli is pursuing a BS in Neuroscience and BA in Philosophy at the University of Chicago.