Null models in network neuroscience

F Váša, B Mišić - Nature Reviews Neuroscience, 2022 - nature.com
Recent advances in imaging and tracing technology provide increasingly detailed
reconstructions of brain connectomes. Concomitant analytic advances enable rigorous …

The population doctrine in cognitive neuroscience

RB Ebitz, BY Hayden - Neuron, 2021 - cell.com
A major shift is happening within neurophysiology: a population doctrine is drawing level
with the single-neuron doctrine that has long dominated the field. Population-level ideas …

Towards the neural population doctrine

S Saxena, JP Cunningham - Current opinion in neurobiology, 2019 - Elsevier
Highlights•New generations of recording and computing technologies have enabled
neuroscience at the level of the neural population.•Landmark scientific findings suggest the …

Perceptual decision-making: a field in the midst of a transformation

F Najafi, AK Churchland - Neuron, 2018 - cell.com
Major changes are underway in the field of perceptual decision-making. Single-neuron
studies have given way to population recordings with identified cell types, traditional …

A time-varying information measure for tracking dynamics of neural codes in a neural ensemble

MR Rezaei, MR Popovic, M Lankarany - Entropy, 2020 - mdpi.com
The amount of information that differentially correlated spikes in a neural ensemble carry is
not the same; the information of different types of spikes is associated with different features …

Exploring Seizure Dynamics: A Computational Model of Epilepsy

RM Montgomery - 2024 - preprints.org
This article encapsulates an exploration of seizure dynamics through the lens of
computational modeling in epilepsy. Starting with a foundational understanding of the …

Sensorimotor Representations of Manual Behavior

A Sahu - 2019 - search.proquest.com
The hand is an exceptionally versatile effector that enables a wide range of behaviors,
ranging from picking up a coffee cup to playing the piano. From a neural standpoint, the …

[图书][B] Statistical Machine Learning Methods for the Large-Scale Analysis of Neural Data

GE Mena - 2018 - search.proquest.com
Modern neurotechnologies enable the recording of neural activity at the scale of entire
brains and with single-cell resolution. However, the lack of principled approaches to extract …

[HTML][HTML] In search of real dynamical behavior of neural circuits

K Li - AME Medical Journal, 2018 - amj.amegroups.org
The analysis method proposed by Elsayed and Cunningham (1) aims to solve one class of
problems: provide a suitable null distribution for neuron population activity. The advent of …

[PDF][PDF] Information-theoretic investigation of multi-unit activity properties under different stimulus conditions in mouse primary visual cortex

M Tolkiehn - 2018 - core.ac.uk
Primary visual cortex (V1) is the first cortical processing level receiving topographically
mapped inputs from the retina, relayed through thalamus. Electrophysiological studies …