12 citations · 13 across the 4 of their papers we have counts for
7 papers
Representation Learning for Context-Dependent Decision-Making
Yuzhen Qin, Tommaso Menara, Samet Oymak +2
Humans are capable of adjusting to changing environments flexibly and quickly. Empirical evidence has revealed that representation learning plays a crucial role in endowing humans…
Vibrational Control of Cluster Synchronization: Connections with Deep Brain Stimulation
Yuzhen Qin, Danielle S. Bassett, Fabio Pasqualetti
Cluster synchronization underlies various functions in the brain. Abnormal patterns of cluster synchronization are often associated with neurological disorders. Deep brain stimulat…
A Domain-Oblivious Approach for Learning Concise Representations of Filtered Topological Spaces for Clustering
Yu Qin, Brittany Terese Fasy, Carola Wenk +1
Persistence diagrams have been widely used to quantify the underlying features of filtered topological spaces in data visualization. In many applications, computing distances betwe…
Stability of Remote Synchronization in Star Networks of Kuramoto Oscillators
Yuzhen Qin, Yu Kawano, Ming Cao
Synchrony of neuronal ensembles is believed to facilitate information exchange among cortical regions in the human brain. Recently, it has been observed that distant brain areas wh…
Phase-Amplitude Coupling in Neuronal Oscillator Networks
Yuzhen Qin, Tommaso Menara, Danielle S. Bassett +1
Phase-amplitude coupling (PAC) describes the phenomenon where the power of a high-frequency oscillation evolves with the phase of a low-frequency one. We propose a model that expla…
Mediated Remote Synchronization of Kuramoto-Sakaguchi Oscillators: the Number of Mediators Matters
Yuzhen Qin, Ming Cao, Brian D. O. Anderson +2
Cortical regions without direct neuronal connections have been observed to exhibit synchronized dynamics. A recent empirical study has further revealed that such regions that share…