A new look at state-space models for neural data (Q33489684)

27 July 2017

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title

A new look at state-space models for neural data (English)

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27 July 2017

1

Liam Paninski

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27 July 2017

Joshua Vogelstein

7

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author name string

Yashar Ahmadian

2

1 reference

27 July 2017

Daniel Gil Ferreira

3

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27 July 2017

Shinsuke Koyama

4

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27 July 2017

Kamiar Rahnama Rad

5

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27 July 2017

Michael Vidne

6

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27 July 2017

Wei Wu

8

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27 July 2017

1 August 2009

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Journal of Computational Neuroscience

27 July 2017

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27 July 2017

29

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27 July 2017

1-2

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27 July 2017

107-126

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https://scigraph.springernature.com/pub.10.1007/s10827-009-0179-x

27 July 2017

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cites work

Smoothing of, and parameter estimation from, noisy biophysical recordings

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3712521

The structure of large-scale synchronized firing in primate retina.

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3712521

SLM Microscopy: Scanless Two-Photon Imaging and Photostimulation with Spatial Light Modulators

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3712521

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3712521

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

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3712521

Detecting neural-state transitions using hidden Markov models for motor cortical prostheses

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3712521

Analysis of between-trial and within-trial neural spiking dynamics

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3712521

Natural stimuli evoke dynamic sequences of states in sensory cortical ensembles

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3712521

Common-input models for multiple neural spike-train data

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3712521

Feedforward excitation and inhibition evoke dual modes of firing in the cat's visual thalamus during naturalistic viewing

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3712521

The spine neck filters membrane potentials

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3712521

Network variability limits stimulus-evoked spike timing precision in retinal ganglion cells.

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3712521

Weak pairwise correlations imply strongly correlated network states in a neural population

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3712521

Behavioral and neurophysiological analyses of dynamic learning processes

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3712521

Bilinear dynamical systems

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3712521

Statistical issues in the analysis of neuronal data

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3712521

Maximum likelihood estimation of cascade point-process neural encoding models.

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3712521

Analysis and design of behavioral experiments to characterize population learning

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3712521

A point process framework for relating neural spiking activity to spiking history, neural ensemble, and extrinsic covariate effects

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3712521

Multiple neural spike train data analysis: state-of-the-art and future challenges

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3712521

Dynamic analysis of learning in behavioral experiments.

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3712521

Chronic, multisite, multielectrode recordings in macaque monkeys

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3712521

Estimating a state-space model from point process observations

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3712521

Statistical smoothing of neuronal data

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3712521

Connecting cortex to machines: recent advances in brain interfaces

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3712521

Contrasting patterns of receptive field plasticity in the hippocampus and the entorhinal cortex: an adaptive filtering approach.

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3712521

An analysis of neural receptive field plasticity by point process adaptive filtering

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3712521

Neural coding: higher-order temporal patterns in the neurostatistics of cell assemblies.

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3712521

Cellular mechanisms for resolving phase ambiguity in the owl's inferior colliculus

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3712521

Class of Fast Methods for Processing Irregularly Sampled or Otherwise Inhomogeneous One-Dimensional Data

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3712521

A Unifying Review of Linear Gaussian Models

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3712521

A statistical paradigm for neural spike train decoding applied to position prediction from ensemble firing patterns of rat hippocampal place cells.

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3712521

Decoding visual information from a population of retinal ganglion cells

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3712521

Maximum likelihood identification of neural point process systems.

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3712521

Spline Models for Observational Data

21 June 2018

1 reference

Crossref

https://api.crossref.org/works/10.1007%2FS10827-009-0179-X

Inferring synaptic inputs given a noisy voltage trace via sequential Monte Carlo methods

21 January 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3712521

Efficient, adaptive estimation of two-dimensional firing rate surfaces via Gaussian process methods

31 October 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3712521

Model-based decoding, information estimation, and change-point detection techniques for multineuron spike trains.

31 October 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3712521

Efficient computation of the maximum a posteriori path and parameter estimation in integrate-and-fire and more general state-space models.

31 October 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3712521

Sequential optimal design of neurophysiology experiments

31 October 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3712521

Spike sorting with hidden Markov models

31 October 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3712521

Functional structure of the mitral cell dendritic tuft in the rat olfactory bulb

31 October 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3712521

Construction of point process adaptive filter algorithms for neural systems using sequential Monte Carlo methods.

31 October 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3712521

Mixture of trajectory models for neural decoding of goal-directed movements.

31 October 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3712521

A mathematical framework for inferring connectivity in probabilistic neuronal networks.

31 October 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3712521

A state-space analysis for reconstruction of goal-directed movements using neural signals.

31 October 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3712521

The structure of multi-neuron firing patterns in primate retina.

31 October 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3712521

Efficient estimation of detailed single-neuron models.

31 October 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3712521

Bayesian population decoding of motor cortical activity using a Kalman filter.

31 October 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3712521

Statistical encoding model for a primary motor cortical brain-machine interface

31 October 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3712521

Functional imaging with cellular resolution reveals precise micro-architecture in visual cortex.

31 October 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3712521

Direction selectivity of excitation and inhibition in simple cells of the cat primary visual cortex.

31 October 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3712521

Superlinear population encoding of dynamic hand trajectory in primary motor cortex.

31 October 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3712521

Dynamic analysis of neural encoding by point process adaptive filtering.

31 October 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3712521

Balanced inhibition underlies tuning and sharpens spike timing in auditory cortex.

31 October 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3712521

Attractor dynamics of network UP states in the neocortex.

31 October 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3712521

Multineuronal firing patterns in the signal from eye to brain

31 October 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3712521

Interpreting neuronal population activity by reconstruction: unified framework with application to hippocampal place cells.

31 October 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3712521

31 October 2018

1 reference

https://api.crossref.org/works/10.1007%2FS10827-009-0179-X

Recursive bayesian decoding of motor cortical signals by particle filtering

21 January 2018

1 reference

PubMed

https://pubmed.ncbi.nlm.nih.gov/19649698

inferred from PubMed ID database lookup

12 December 2020

based on heuristic

Voltage-clamp measurement of visually-evoked conductances with whole-cell patch recordings in primary visual cortex

1 reference

PubMed

https://pubmed.ncbi.nlm.nih.gov/19649698

inferred from PubMed ID database lookup

12 December 2020

based on heuristic

Rethinking tuning: in vivo whole-cell recordings of the inferior colliculus in awake bats

1 reference

PubMed

https://pubmed.ncbi.nlm.nih.gov/19649698

inferred from PubMed ID database lookup

12 December 2020

based on heuristic

Identifiers

DOI

10.1007/S10827-009-0179-X

1 reference

journals/jcns/PaninskiAFKRVVW10

27 July 2017

1 reference

DBLP Dataset 2021-01-02

28 January 2021

1 reference

27 July 2017

1 reference