Stress-induced impairment of a working memory task: role of spiking rate and spiking history predicted discharge
DM Devilbiss, RL Jenison, CW Berridge - 2012 - journals.plos.org
Stress, pervasive in society, contributes to over half of all work place accidents a year and
over time can contribute to a variety of psychiatric disorders including depression …
over time can contribute to a variety of psychiatric disorders including depression …
Fluctuations and information filtering in coupled populations of spiking neurons with adaptation
Finite-sized populations of spiking elements are fundamental to brain function but also are
used in many areas of physics. Here we present a theory of the dynamics of finite-sized …
used in many areas of physics. Here we present a theory of the dynamics of finite-sized …
Towards the design principles of neural population codes
E Schneidman - Current opinion in neurobiology, 2016 - Elsevier
Highlights•Strongly correlated population codes are accurately described by low order
models.•Population coding models enable learning the semantic organization of neural …
models.•Population coding models enable learning the semantic organization of neural …
Statistical inference for assessing functional connectivity of neuronal ensembles with sparse spiking data
The ability to accurately infer functional connectivity between ensemble neurons using
experimentally acquired spike train data is currently an important research objective in …
experimentally acquired spike train data is currently an important research objective in …
Multimodal subspace identification for modeling discrete-continuous spiking and field potential population activity
Objective. Learning dynamical latent state models for multimodal spiking and field potential
activity can reveal their collective low-dimensional dynamics and enable better decoding of …
activity can reveal their collective low-dimensional dynamics and enable better decoding of …
Flexibility of functional neuronal assemblies supports human memory
Episodic memories, or consciously accessible memories of unique events, represent a key
aspect of human cognition. Evidence from rodent models suggests that the neural …
aspect of human cognition. Evidence from rodent models suggests that the neural …
The effects of cues on neurons in the basal ganglia in Parkinson's disease
Visual cues open a unique window to the understanding of Parkinson's disease (PD). These
cues can temporarily but dramatically improve PD motor symptoms. Although details are …
cues can temporarily but dramatically improve PD motor symptoms. Although details are …
Omitted variable bias in GLMs of neural spiking activity
IH Stevenson - Neural computation, 2018 - direct.mit.edu
Generalized linear models (GLMs) have a wide range of applications in systems
neuroscience describing the encoding of stimulus and behavioral variables, as well as the …
neuroscience describing the encoding of stimulus and behavioral variables, as well as the …
Assessing functional connectivity of neural ensembles using directed information
Neurons in the brain form highly complex networks through synaptic connections.
Traditionally, functional connectivity between neurons has been explored using methods …
Traditionally, functional connectivity between neurons has been explored using methods …
A point-process matched filter for event detection and decoding from population spike trains
Objective. Information encoding in neurons can be described through their response fields.
The spatial response field of a neuron is the region of space in which a sensory stimulus or a …
The spatial response field of a neuron is the region of space in which a sensory stimulus or a …