Kristofer Bouchard (Principle Investigator)
Computational Biology Staff Scientist
PI, Neural Systems and Data Science Lab, Biological Systems & Engineering Division, LBNL
Group Lead, Computational Biosciences Group, Computational Research Divisions, LBNL
Assistant Adjunct Professor, Helen Wills Neuroscience Institute & Redwood Center for Theoretical Neuroscience, UC Berkeley
Jesse Livezey (Physics Post-Doc)
Statistical-machine learning methods for science
Ji Hyun Bak (Physics Post-Doc, with C. Kirst and L. Frank)
Statistical models of neural coordination
John Hermiz (Neural Engineering Post-Doc, with P. Denes)
System validation of next-generation neural technologies
Sylvia Madhow (Helen Wills Neuroscience Institute Graduate Student, UCB)
Distributed representations of complex auditory objects
Ankit Kumar (Physics Graduate Student; UCB)
Statistical inference procedures for time-series
Brett Nelson (Neuroscience Graduate Student; UCB)
Distributed cortical coordination for 3D reaches in rats
Shafeeq Ibrahem (EECS Graduate Student; UCB)
Machine learning methods for neural time-series data
Current Undergraduate/Masters Students:
Emily Nguyen (CS @ UCB)
Jacob Yeung (CS @ UCB)
Izzy Baldacci (Bio @ UCB)
Hari Rangarjan (Math/CS @ BITS Pilani)
Billy Lin (CS @ UCB)
Key Collaborators:
Peter Denes (LBNL): Next-generation electrophysiology devices
Sharmodeep Bhattacharyya (OSU): Statistical data analysis
Michael Mahoney (UCB): Scalable machine learning
Prabhat (LBNL/NERSC): High-performance computing
Edward Chang (UCSF): Human electrocorticography
Oliver Rubel and Andrew Tritt (LBNL): Data standardization (NWB:N)
Loren Frank (UCSF): Polymer neurophysiology devices and hippocampus data analysis
Geoff Manley (UCSF): Traumatic Brain Injury
Jan Balewski (NERSC) & Roy-Ben Shalom: Deep learning for neuronal conductance inference
Dan Feldman (UCB): Laminar origin of cortical surface electrical potentials
Former Members and Interns:
Sugeerth Murugesan (UC Davis CS)
James Arnemann (UCB Physics)
Eric Dodds (UCB Phsyics)
Mahesh Balasubramanian (ASU CS)
Shashanka Ubaru (UMinn CS)
Anh-Nguyen (U. Iowa App. Math)
Chris Ki (UCB CS)
Charles Frye (UCB Neuroscience)
Max Dougherty
Brian Gereke
Rui Meng
Vyassa Baratham
Pratik Sachdeva