Multi-scale detection of rate changes in spike trains with weak dependencies

Interspike interval correlation in a stochastic exponential integrate-and-fire model with subthreshold and spike-triggered adaptation

(2015) LieJune Shiau et al.   JOURNAL OF COMPUTATIONAL NEUROSCIENCE

Where’s the Noise? Key Features of Spontaneous Activity and Neural Variability Arise through Learning in a Deterministic Network

(2015) Christoph Hartmann et al.   PLoS Computational Biology

A multiple filter test for the detection of rate changes in renewal processes with varying variance

(2014) Michael Messer et al.   Annals of Applied Statistics

Wild binary segmentation for multiple change-point detection

(2014) Piotr Fryzlewicz   ANNALS OF STATISTICS

Mutant α-Synuclein Enhances Firing Frequencies in Dopamine Substantia Nigra Neurons by Oxidative Impairment of A-Type Potassium Channels

(2014) Mahalakshmi Subramaniam et al.   JOURNAL OF NEUROSCIENCE

Multiscale change point inference

(2014) Klaus Frick et al.   JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY

Gating of Sensory Input by Spontaneous Cortical Activity

(2013) A. Luczak et al.   JOURNAL OF NEUROSCIENCE

Covariance matrix estimation for stationary time series

(2012) Han Xiao et al.   ANNALS OF STATISTICS

K-ATP channels in dopamine substantia nigra neurons control bursting and novelty-induced exploration

(2012) Julia Schiemann et al.   NATURE NEUROSCIENCE

Neuromodulation of Brain States

(2012) Seung-Hee Lee et al.   NEURON

Non-Parametric Change-Point Tests for Long-Range Dependent Data

(2012) HEROLD DEHLING et al.   SCANDINAVIAN JOURNAL OF STATISTICS

Measuring burstiness and regularity in oscillatory spike trains

(2011) Markus Bingmer et al.   JOURNAL OF NEUROSCIENCE METHODS

Discussion: Bootstrap methods for dependent data: A review

(2011) Sílvia Gonçalves et al.   Journal of the Korean Statistical Society

TESTING FOR A CHANGE IN CORRELATION AT AN UNKNOWN POINT IN TIME USING AN EXTENDED FUNCTIONAL DELTA METHOD

(2011) Dominik Wied et al.   ECONOMETRIC THEORY

Nonrenewal spike train statistics: causes and functional consequences on neural coding

(2011) Oscar Avila-Akerberg et al.   EXPERIMENTAL BRAIN RESEARCH

Bayesian decoding of neural spike trains

(2009) Shinsuke Koyama et al.   ANNALS OF THE INSTITUTE OF STATISTICAL MATHEMATICS

Serial correlation in neural spike trains: Experimental evidence, stochastic modeling, and single neuron variability

(2009) Farzad Farkhooi et al.   PHYSICAL REVIEW E

Truncated sequential change-point detection based on renewal counting processes II

(2008) Allan Gut et al.   JOURNAL OF STATISTICAL PLANNING AND INFERENCE

Spatio-temporal correlations and visual signalling in a complete neuronal population

(2008) Jonathan W. Pillow et al.   NATURE

Messages of Oscillatory Correlograms: A Spike Train Model

(2008) Gaby Schneider   NEURAL COMPUTATION