Events
Past Event
WED@NICO SEMINAR: Guy Amichay, Northwestern Engineering "Biological Coupled Oscillators in the Real World "
Northwestern Institute on Complex Systems (NICO)
12:00 PM
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Lower Level, Chambers Hall
Details
Speaker:
Guy Amichay, Research Associate, Engineering Sciences & Applied Mathematics, McCormick School of Engineering, Northwestern University
Title:
Biological Coupled Oscillators in the Real World
Abstract:
The study of collective synchronous behavior has primarily focused on the analysis of abstract and greatly simplified mathematical models. Many applications of these models to living systems have been proposed, but incorporation of real-world data is unfortunately rare. I will present new data and analysis regarding synchronization phenomena observed in one species of firefly from southeast Asia. Due to its relative immobility during synchronous flashing displays, this species offers a unique opportunity for reliable tracking and direct application of candidate models. We are using stereo videography to document the three-dimensional behavior of multiple swarms over multiple nights and years. Our results show that swarms exhibit “meta oscillations” characterized by order parameters that rise and fall on an intermediate time scale. This is consistent with models suggesting a “breathing” chimera state—a unique type of spatiotemporal organization that has been the subject of extensive theoretical study, but which has rarely been observed in nature. In addition, I will show preliminary data from experiments where we perturbed fireflies directly in the field with arrays of LEDs mimicking other conspecifics. On a more applied note: firefly populations (as well as many other insects) are in decline. In collaboration with Tanthai Prasertkul (Mahidol University, Thailand) we conducted a year-long population monitoring survey using our tracking software. We see a peak in abundance around June, and suggest possible weather / environmental factors that may be at play (and thus can inform us about ways of mitigating the potential collapse of the population). Finally, I will present new directions that we are now taking with recordings of groups of fiddler crabs that wave their claws in sync, and will discuss how these two distinct systems are actually comparable.
Speaker Bio:
Guy Amichay is a Research Associate at Northwestern in the Engineering Sciences & Applied Mathematics (ESAM) department, Northwestern Institute on Complex Systems (NICO) and National Institute for Theory and Mathematics in Biology (NITMB) working with Professor Daniel Abrams. He is mostly interested in self-organization—how systems manage to become ordered with no obvious leader or conductor. His current work is on synchronization (coupled oscillators), focusing on different systems such as firefly swarms flashing in unison or groups of crabs waving their claws in sync. Other than that he is also working on science of science (on the formation of collaborations) and association football (soccer) collective movement analysis. Prior to joining Northwestern, he completed his PhD at the University of Konstanz / Max Planck Institute of Animal Behavior, Germany.
Location:
In person: Chambers Hall, 600 Foster Street, Lower Level
Remote option: https://northwestern.zoom.us/j/96400875824
Passcode: NICO24
About the Speaker Series:
Wednesdays@NICO is a vibrant weekly seminar series focusing broadly on the topics of complex systems, data science and network science. It brings together attendees ranging from graduate students to senior faculty who span all of the schools across Northwestern, from applied math to sociology to biology and every discipline in-between. Please visit: https://bit.ly/WedatNICO for information on future speakers.
Time
Wednesday, October 2, 2024 at 12:00 PM - 1:00 PM
Location
Lower Level, Chambers Hall Map
Contact
Calendar
Northwestern Institute on Complex Systems (NICO)
Data Science Nights - MAY 2026 - Speaker: Xudong Tang, Computer Science and NICO
Northwestern Institute on Complex Systems (NICO)
5:30 PM
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M416, Technological Institute
Details
MAY MEETING: Thursday, May 28, 2026 at 5:30pm (US Central)
LOCATION:
ESAM Conference Room, Tech M416
2145 Sheridan Road, Evanston, IL 60208
AGENDA:
5:30pm - Meet and greet with refreshments
6:00pm - Talk with Xudong Tang, PhD Student, Computer Science, NICO, and the Human-AI Collaboration Lab, Northwestern University
TALK TITLE:
Human and Machine Perception of Voice Similarity
ABSTRACT:
Modern voice cloning systems generate synthetic speech that listeners frequently cannot identify as being synthetic. But a voice can sound natural without sounding like the intended person, and what determines whether a clone is heard as a particular person is an open question. Here we report a large-scale preregistered experiment in which we collected 92,239 responses from 175 participants on their perception of pairs of real recordings, voice clones, and continuously morphed voices drawn from 100 contemporary celebrities across 20 speaker groups. We find that voice clones do not reliably preserve perceived speaker identity, reducing same-speaker judgments by 12.7 percentage points even though the clones are produced by a state-of-the-art text-to-speech model, while leaving different-speaker judgments unchanged. Using continuously morphed stimuli, we find that speakers vary substantially in how much variation their perceived identity tolerates, and that this variation is not predicted by speaker demographics. Speaker embeddings account for 58.9\% (95\% CI = [55.7, 61.9]) of variance in identity judgments, which is more than acoustic features, social attributes, and clone status combined. Once all these observed features are accounted for, clone status adds no additional predictive power. These results shows that the perceptual impact of voice cloning is positional rather than categorical: we can model how listeners judge a voice by how close it falls to the perceptual boundary that defines each speaker's recognizable voice, applying the same criterion to real and synthetic speech alike.
DATA SCIENCE NIGHTS are monthly meetings featuring presentations and discussions about data-driven science and complex systems, organized by Northwestern University graduate students and scholars. Students and researchers of all levels are welcome! For more information: http://bit.ly/nico-dsn
FUTURE DATES:
Data Science Nights will return in September!
Time
Thursday, May 28, 2026 at 5:30 PM - 7:00 PM
Location
M416, Technological Institute Map
Contact
Calendar
Northwestern Institute on Complex Systems (NICO)
Spring 2026 Commencement
University Academic Calendar
All Day
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Spring 2026 Commencement
Time
Sunday, June 14, 2026
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University Academic Calendar
Juneteenth - University Closed
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Juneteenth - University Closed
Time
Friday, June 19, 2026
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University Academic Calendar
Independence Day (observed) - University Closed
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Independence Day (observed) - University Closed
Time
Friday, July 3, 2026
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Fall 2026 Classes Begin
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Fall 2026 Classes Begin
Time
Wednesday, September 23, 2026
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University Academic Calendar