The structures and functions of correlations in neural population codes
The collective activity of a population of neurons, beyond the properties of individual cells, is
crucial for many brain functions. A fundamental question is how activity correlations between …
crucial for many brain functions. A fundamental question is how activity correlations between …
Rethinking brain-wide interactions through multi-region 'network of networks' models
Highlights•Brains can be viewed as a composition of anatomically distinct modules called
regions.•Brain regions interact in complex ways to form a 'network of networks'.•Untangling …
regions.•Brain regions interact in complex ways to form a 'network of networks'.•Untangling …
Intracortical recording stability in human brain–computer interface users
Objective. Intracortical brain–computer interfaces (BCIs) are being developed to assist
people with motor disabilities in communicating and interacting with the world around them …
people with motor disabilities in communicating and interacting with the world around them …
Neural data science: accelerating the experiment-analysis-theory cycle in large-scale neuroscience
L Paninski, JP Cunningham - Current opinion in neurobiology, 2018 - Elsevier
Highlights•Modern recording technologies are creating data at a scale and complexity that
demand rigorous data analytical approaches.•Neural data science is an essential bridge …
demand rigorous data analytical approaches.•Neural data science is an essential bridge …
[HTML][HTML] Bridging neuronal correlations and dimensionality reduction
Two commonly used approaches to study interactions among neurons are spike count
correlation, which describes pairs of neurons, and dimensionality reduction, applied to a …
correlation, which describes pairs of neurons, and dimensionality reduction, applied to a …
Stochastic resonance in a single autapse–coupled neuron
The signal detection ability of nervous system is highly associated with nonlinear and
collective behaviors in neuronal medium. Neuronal noise, which occurs as natural …
collective behaviors in neuronal medium. Neuronal noise, which occurs as natural …
Bridging large-scale neuronal recordings and large-scale network models using dimensionality reduction
Highlights•The interplay of neuronal recordings and network models is becoming ever
stronger.•Population activity structure provides common ground for incisive comparisons.• …
stronger.•Population activity structure provides common ground for incisive comparisons.• …
[HTML][HTML] Influence of autapses on synchronization in neural networks with chemical synapses
A great deal of research has been devoted on the investigation of neural dynamics in
various network topologies. However, only a few studies have focused on the influence of …
various network topologies. However, only a few studies have focused on the influence of …
Transcranial ultrasound stimulation selectively affects cortical neurovascular coupling across neuronal types and LFP frequency bands
Previous studies have affirmed that transcranial ultrasound stimulation (TUS) can influence
cortical neurovascular coupling across low-frequency (0–2 Hz)/high-frequency (160–200 …
cortical neurovascular coupling across low-frequency (0–2 Hz)/high-frequency (160–200 …
The quest for interpretable models of neural population activity
MR Whiteway, DA Butts - Current opinion in neurobiology, 2019 - Elsevier
Highlights•Latent variable (LV) models are often used to visualize neural population
activity.•New analyses must go beyond visualization and relate explicitly to …
activity.•New analyses must go beyond visualization and relate explicitly to …