Shlizerman's Research Group on
Data-driven Dynamical Systems
Data driven Dynamical Systems
   Group



PI:



Eli Shlizerman, Assistant Professor, AMATH & ECE, UW
Washington Research Foundation Professor

Graduate Students:



Michael Nolan, PhD student, ECE, UW (co-advised with A. Orsborn)
Project: Unsupervised Prediction and Organization of Brain Recordings



Yang Zheng, MSc/PhD student, ECE, UW
Project: Robust Learning for Multi-Dimensional Sequences



Ryan Vogt, PhD student, AMath, UW
Project: Lyapunov Theory for Deep Learning



Jingyuan Li, PhD student, ECE, UW
Project: Unsupervised Clustering of Movements from Recordings



Kun Su, PhD student, ECE, UW
Project: Encoding of Temporal Signals by Recurrent Neural Networks w. Applications
Publications: 1 , 2



Jimin Kim, PhD student, ECE, UW
Project: Interactive interfaces to neural dynamics; Neural dynamics to behavior;
Publications: 1 , 2

Undergraduate Students:



Yiyu Feng, Mihir Modi, Vinh Nguyen, EE, UW
Project: CrowdSensing III

Alumni

Graduates:

   


Kate (Suh Woo) Jung, MSc Thesis, ECE, UW
Project: Olfactory learning mechanisms
College of Engineering Fellowship
(currently: Youtube/Google, Software Engineer)



Yi Chu, MSc student, AMath, UW
Project: Neuromorphic Computing
Publications: 1



Lucio Dery, Research Intern, Facebook
Project: Neural networks for discovery of correlation between audio and body dynamics.
Publications: 1 (currently: Facebook, CMU-CS PhD student)



Dr. James Kunert, PhD, Physics, UW (2012-16, with J.N. Kutz)
Project: Neural dynamics of C. elegans
Publications: 1 , 2 , 3
(currently: Postdoctoral fellow at Pacific Northwest Diabetes Research Institute)



Kelly (Hexuan) Liu, MSc, AMath, UW (2016-2018)
Project: Probabilistic Graphical Modeling of Neural Dynamics
Publications: 1
Joseph Hammack Excellence Prize



David Blaszka, MSc, AMath, UW (2014-2016)
Project: Visualization of neuronal networks
Publications: 1



Julia Santos, MSc + Thesis, AMath, UW (2014-2016)
Project: Visualization of neuronal networks
Publications: 1
Joseph Hammack Excellence Prize, OCNS Student Award



Grant Babb, MSc, AMath, UW
Project: Probabilistic graphical models for dynamic networks
Publications: 1



Judith Moore, MSc, AMath, UW
Project: Dynamical models for a network connectome
Code: Open source code to be published on Github.



Derek Handwerk, MSc, AMath, UW
Project: Continuation methods to detect Hopf bifurcations in a large network



Tom Mikula, MSc, AMath, UW (2013)
Project: Simulation of nonlinear synaptic propagation.
(currently: Sr. Decision Support Analyst at Highmark Inc.)



Dr. Matthew Williams, PhD, AMath, UW (2009-2011, with J. N. Kutz)
Projects: Dimension reduction and bifurcation study of governing PDEs for waveguide array lasers and gravity periodic waves.
Publications: 1 , 2 , 3 , 4 (currently: NSF postdoc at Princeton).



Dr. Edwin Ding, PhD, AMath, UW (2009-2011, with J. N. Kutz)
Projects: Application of dimension reduction to the dynamics of ring cavity mode-locking lasers. Mean-field modeling of ring cavity lasers.
Publications: 1 , 2 , 3 (currently: Asst. Prof. at Azusa Pacific).

Konrad Schroder, MSc, AMath, UW (2009-2010, with J. N. Kutz)
Project: Computational modeling of synchronous dynamics in networks of neurons.
Publication: 1 (currently: UW HITLab's Assistant Director)

Matthew Gliboff, First/second year PhD student, Physics, UW (2010-2011, with J. N. Kutz)
Project: Computational study of sub-populations dynamics in networks of neurons.
(Ginger lab -> Adjunct faculty at UW Bothell)

Undergraduates:



Eric Berquist, Jacky Wang, Kevin Oktavian, EE, UW
CrowdSensing II
Hardware: Compact multi-sensory device; Code: Air Quality Sensing Network



Huaye Li, Maximillian Golub, Michael Von Hippel, EE, UW
CrowdSensing I
Hardware: Multi-sensory device; Code: Air Quality Sensing App



Jimin Kim, ACMS, UW
Dynome Simulator



Elischa Sanders, Biology, UW (with J. Riffell)
Publications: 1, 2



Andrew Walker, ACMS, UW
Publications: 1

Nomin Oyun, Noshad Bagha, Undergrad., EE, UW (2010-2011, with J. N. Kutz)
Project: Building electronic circuits mimicking the dynamics of coupled networks of neurons.
(currently: Nomin is a graduate student at UBC, Noshad in EE industry)