Draft:Ennio Mingolla

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Ennio Mingolla is an American cognitive scientist and computational vision researcher who is a professor in the Department of Communication Sciences and Disorders at Northeastern University, with affiliated appointments in Electrical and Computer Engineering and the Khoury College of Computer Sciences. He directs the Computational Vision Laboratory at Northeastern. His research focuses on the development and empirical testing of neural network models of visual perception, particularly the segmentation, grouping, and contour formation processes of early and middle vision in primates, and their application to machine vision systems.

In 2007, Mingolla received the Hermann von Helmholtz Award from the International Neural Network Society (INNS) for achievement in research on sensation and perception.

Education

Mingolla received his Bachelor of Arts in philosophy and social relations from Harvard University, his Master of Education in educational media and technology from Boston University, and his PhD in experimental psychology, with a related area in computer science, from the University of Connecticut.

Career

Mingolla held a faculty position at Boston University from 1998 to 2012, where he was a professor of psychology and cognitive and neural systems, directed the CNS Vision Lab, and served as director of the NSF-funded Center of Excellence for Learning in Education, Science, and Technology (CELEST). He also held affiliated appointments in Boston University's Neuromorphics Laboratory and its Graduate Program for Neuroscience.

In 2012, Mingolla joined Northeastern University as a professor in the Department of Communication Sciences and Disorders, with affiliated appointments in Electrical and Computer Engineering and the Khoury College of Computer Sciences.

Research

Mingolla is known for his long collaboration with Stephen Grossberg developing computational neural models of visual perception. Their work produced the boundary contour system (BCS) and feature contour system (FCS), a two-system neural architecture that accounts for how the visual brain constructs perceived boundaries and surface properties from retinal input. These papers, published in Psychological Review and Perception & Psychophysics, have each accumulated hundreds of citations and are among the most widely cited works in computational vision research.

Mingolla extended this framework to motion perception, developing neural models of how the visual system integrates motion signals across space and time, with implications for autonomous navigation systems.

His work has been featured in The Boston Globe.

Honours and awards

• Hermann von Helmholtz Award (2007), International Neural Network Society, for achievement in research on sensation and perception
• Ninth Annual Kanizsa Lecture, Trieste, Italy (2001)

Selected publications

• Grossberg, Stephen; Mingolla, Ennio (1985). "Neural dynamics of form perception: boundary completion, illusory figures, and neon color spreading". Psychological Review. 92 (2): 173–211. doi:10.1037/0033-295X.92.2.173.
• Grossberg, Stephen; Mingolla, Ennio (1985). "Neural dynamics of perceptual grouping: textures, boundaries, and emergent segmentations". Perception & Psychophysics. 38 (2): 141–171. doi:10.3758/BF03198851.
• Grossberg, Stephen; Mingolla, Ennio (1993). "Neural dynamics of motion perception: direction fields, apertures, and resonant grouping". Perception & Psychophysics. 53 (3): 243–278. doi:10.3758/BF03205182.

External links

• Computational Vision Laboratory profile
• Google Scholar profile
• Faculty profile at Northeastern University