| PI Name(s) All |
Title |
Grant # |
| BROWN, EMERY N |
Filtered Point Process Inference Framework for Modeling Neural Data |
EB022726 |
| *CARLSON, DAVID E |
Uncovering Population-Level Cellular Relationships to Behavior via Mesoscale Networks |
EB026937 |
| CHEN, ZHE SAGE (contact); BUZSAKI, GYORGY |
Dissection of spatiotemporal activity from large-scale, mutli-modal, multi-resolution hippocampal-neocortical recordings |
DA056394 |
|
*CHING, SHINUNG (contact); SNYDER, LAWRENCE H
|
Efficient resource allocation and information retention in working memory circuits |
EB028154 |
| CHUNG, MOO K |
BRAIN Initiative: Theories, Models and Methods for Analysis of Complex Data from the Brain |
EB022856 |
| COEN-CAGLI, RUBEN |
Computational Tools for assessing mechanisms and functional relevance of divisive normalization |
DA056400 |
| CURTO, CARINA |
Emergent dynamics from network connectivity: a minimal model |
EB022862 |
| |
|
|
|
*DAVID, STEPHEN V (contact); MESGARANI, NIMA
|
Tools for modeling state-dependent sensory encoding by neural populations across spatial and temporal scales |
EB028155 |
| *DOIRON, BRENT D (contact); SMITH, MATTHEW A; YU, BYRON M |
Neuronal population dynamics within and across cortical areas |
EB026953 |
| *DRUCKMANN, SHAUL |
Dissecting distributed representations by advanced population activity analysis methods and modeling |
EB028171 |
|
DYER, EVA
|
A comparative framework for modeling the low-dimensional geometry of neural population states
|
EB029852
|
|
*ENGEL, TATIANA
|
Discovering dynamic computations from large-scale neural activity recordings |
EB026949 |
| ENGEL, TATIANA |
Multiscale computational frameworks for integrating large-scale cortical dynamics, connectivity, and behavior |
DA055666 |
| FLETCHER, PRESTON THOMAS |
Beyond Diagnostic Classification of Autism: Neuroanatomical, Functional, and Behavioral Phenotypes |
EB022876 |
| GATES, KATHLEEN |
Network Connectivity Modeling of Heterogeneous Brain Data to Examine Ensembles of Activity Across Two Levels of Dimensionality |
EB022904 |
| GOLD, JOSHUA I (contact); BALASUBRAMANIAN, VIJAY |
Mental, measurement, and model complexity in neuroscience |
EB026945 |
| HANSON, STEPHEN JOSE |
EFFECTIVE CONNECTIVITY IN BRAIN NETWORKS: Discovering Latent Structure, Network Complexity and Recurrence |
EB022858 |
| *HOWARD, MARC W |
Toward a Theory for Macroscopic Neural Computation Based on Laplace Transform |
EB022864 |
| JONES, STEPHANIE RUGGIANO (contact); HAMALAINEN, MATTI ; HINES, MICHAEL L |
Human Neocortical Neurosolver |
EB022889 |
| KEILHOLZ, SHELLA D |
Crossing space and time: uncovering the nonlinear dynamics of multimodal and multiscale brain activity
|
EB029857
|
|
*KILPATRICK, ZACHARY PETER
|
Connecting neural circuit architecture and experience-driven probabilistic computations
|
EB029847
|
| KORDING, KONRAD P |
Quantifying causality for neuroscience |
EB028162 |
|
*KRAMER, MARK ALAN (contact); EDEN, URI TZVI
|
Measuring, Modeling, and Modulating Cross-Frequency Coupling |
EB026938 |
|
LITWIN-KUMAR, ASHOK
|
Relating structure and function in synapse-level wiring diagrams
|
EB029858
|
| LUO, XI |
Large-scale Network Modeling for Brain Dynamics: Statistical Learning and Optimization |
EB022911 |
| *LYTTON, WILLIAM W (contact); ANTIC, SRDJAN D |
Embedded Ensemble Encoding |
EB022903 |
|
*MAKSE, HERNAN
|
Application of the principle of symmetry to neural circuitry: from building blocks to neural synchronization in the connectome
|
EB028157
|
|
MAKSE, HERNAN (contact); HOLODNY, ANDREI I
|
Graph theoretical analysis of the effect of brain tumors on functional MRI networks |
EB022720 |
| MENON, VINOD |
Novel Bayesian linear dynamical systems-based methods for discovering human brain circuit dynamics in health and disease |
EB022907 |
| MIHALAS, STEFAN (contact);SHEA-BROWN, ERIC TODD |
From diverse dynamics to diverse computation via neural cell types |
DA055669 |
|
MIHALAS, STEFAN (contact); ARKHIPOV, ANTON
|
Modeling the structure-function relation in a reconstructed cortical tissue
|
EB029813
|
| MILLER, KENNETH D. |
Modeling the development of orientation selectivity, maps, and the associated recurrent circuit |
DA056397 |
|
*MISHNE, GAL
|
Data-driven analysis for neuronal dynamic modeling |
EB026936 |
| MITRA, PARTHA PRATIM (contact); WANG, YUSU |
Methods from Computational Topology and Geometry for Analysing Neuronal Tree and Graph Data |
EB022899 |
| MJOLSNESS, ErRIC |
Multiscale theory of synapse function with model reduction by machine learning |
DA055668 |
| NEMENMAN, ILYA M (contact); SOBER, SAMUEL |
Neural mechanisms and behavioral consequences of non-Gaussian likelihoods in sensorimotor learning |
EB022872 |
| PALMER, STEPHANIE E (contact); BIALEK, WILLIAM ; SCHWAB, DAVID JASON |
Coarse-graining approaches to networks, learning, and behavior |
EB026943 |
| PANDARINATH, CHETHAN (contact); MILLER, LEE E |
Robust modeling of within-and across-area population dynamics using recurrent neural networks |
DA055667 |
| PANINSKI, LIAM M |
Next-Generation Calcium Imaging Analysis Methods |
EB022913 |
| *PARK, IL MEMMING (contact); PILLOW, JONATHAN WILLIAM |
Real-time statistical algorithms for controlling neural dynamics and behavior |
EB026946 |
| PEARSON, JOHN |
Real-time mapping and adaptive testing for neural population hypotheses |
DA056376 |
|
PILLOW, JONATHAN WILLIAM (contact); PARK, IL MEMMING
|
Adaptive statistical algorithms for learning and control of neural dynamics |
DA065404 |
|
RAJ, ASHISH (contact); NAGARAJAN, SRIKANTAN S
|
Multimodal modeling framework for fusing structural and functional connectome data |
EB022717 |
| |
|
|
|
*RAJAN, KANAKA
|
Multi-region Network of Networks Recurrent Neural Network Models of Adaptive and Maladaptive Learning |
EB028166 |
| RAJAN, KANAKA |
Neural Network Models Constrained by Multiscale Data to Infer Minimal Functional Motifs in the Brain |
DA056403 |
| RINGACH, DARIO L |
Bayesian estimation of network connectivity and motifs |
EB022915 |
|
*SANTAMARIA, FIDEL
|
A unified framework to study history dependence in the nervous system |
EB026939 |
| SAXENA, SHREYA |
Elucidating Principles of Sensorimotor Control using Deep Learning |
DA056377 |
| SEJNOWSKI, TERRENCE J |
Nonlinear Causal Analysis of Neural Signals |
EB026899 |
|
SHADMEHR, RAZA
|
A new theory of population coding in the cerebellum
|
EB028156
|
| SHEN, DINGGANG (contact); YAP, PEW-THIAN |
Diagnosis of Alzheimers Disease Using Dynamic High-Order Brain Networks |
EB022880 |
| *SHOUVAL, HAREL ZEEV (contact); BRUNEL, NICOLAS |
Learning spatio-temporal statistics from the environment in recurrent networks |
EB022891 |
| SINGH, VIKAS (contact); JOHNSON, STERLING C |
Manifold-valued statistical models for longitudinal morphometic analysis in preclinical Alzheimers disease (AD) |
EB022883 |
| *SOMMER, FRIEDRICH T |
Building analysis tools and a theory framework for inferring principles of neural computation from multi-scale organization in brain recordings |
EB026955 |
| SONG, DONG |
Combined Mechanistic and Input-Output Modeling of the Hippocampus During Spatial Navigation |
DA055665 |
|
*WITTEN, DANIELA (contact); BUICE, MICHAEL
|
Models and Methods for Calcium Imaging Data with Application to the Allen Brain Observatory |
EB026908 |
| WOMELSDORF, THILO |
Mechanisms of Information Routing in Primate Fronto-striatal Circuits |
EB028161 |
| *YE, BING (contact); DIERSSEN, MARA |
New methods and theories to interrogate organizational principles from single cell to neuronal networks |
EB028159 |
