[PDF][PDF] Vision and locomotion shape the interactions between neuron types in mouse visual cortex

M Dipoppa, A Ranson, M Krumin, M Pachitariu… - Neuron, 2018 - cell.com
Cortical computation arises from the interaction of multiple neuronal types, including pyramidal
(Pyr) cells and interneurons expressing Sst, Vip, or Pvalb. To study the circuit underlying …

[PDF][PDF] Subcortical source and modulation of the narrowband gamma oscillation in mouse visual cortex

AB Saleem, AD Lien, M Krumin, B Haider, MR Roson… - Neuron, 2017 - cell.com
Primary visual cortex exhibits two types of gamma rhythm: broadband activity in the 30–90
Hz range and a narrowband oscillation seen in mice at frequencies close to 60 Hz. We …

[PDF][PDF] Arousal modulates retinal output

…, NA Steinmetz, M Krumin, M Pachitariu, M Rizzi… - Neuron, 2020 - cell.com
At various stages of the visual system, visual responses are modulated by arousal. Here, we
find that in mice this modulation operates as early as in the first synapse from the retina and …

Decision and navigation in mouse parietal cortex

M Krumin, JJ Lee, KD Harris, M Carandini - elife, 2018 - elifesciences.org
… Here, Krumin et al. trained mice to use visual clues to navigate a virtual reality maze, where
… Knowing these two features was enough for Krumin et al. to accurately predict the activity of …

[HTML][HTML] Correlation-based analysis and generation of multiple spike trains using Hawkes models with an exogenous input

M Krumin, I Reutsky, S Shoham - Frontiers in computational …, 2010 - frontiersin.org
… neuron models (Krumin et al., 2010 ), for identifying compact auto-regressive models for
multi-channel spike trains, and for facilitating their causal network analysis (Krumin and Shoham…

[PDF][PDF] Neural correlates of blood flow measured by ultrasound

AO Nunez-Elizalde, M Krumin, CB Reddy, G Montaldo… - Neuron, 2022 - cell.com
Functional ultrasound imaging (fUSI) is an appealing method for measuring blood flow and
thus infer brain activity, but it relies on the physiology of neurovascular coupling and requires …

[PDF][PDF] Task specificity in mouse parietal cortex

JJ Lee, M Krumin, KD Harris, M Carandini - Neuron, 2022 - cell.com
Parietal cortex is implicated in a variety of behavioral processes, but it is unknown whether
and how its individual neurons participate in multiple tasks. We trained head-fixed mice to …

Generation of spike trains with controlled auto-and cross-correlation functions

M Krumin, S Shoham - Neural computation, 2009 - direct.mit.edu
Emerging evidence indicates that information processing, as well as learning and memory
processes, in both the network and single-neuron levels are highly dependent on the …

Multivariate autoregressive modeling and Granger causality analysis of multiple spike trains

M Krumin, S Shoham - Computational intelligence and neuroscience, 2010 - dl.acm.org
… The main algorithm assumes that the model order m is known. Several different criteria
for automatic determination of an “optimal” model order m have been developed. In our …

[PDF][PDF] Neural basis of functional ultrasound signals

AO Nunez-Elizalde, M Krumin, CB Reddy… - …, 2021 - pdfs.semanticscholar.org
Functional ultrasound imaging (fUSI) is a popular method for studying brain function, but it
remains unclear to what degree its signals reflect neural activity on a trial-by-trial basis. Here, …