Information-theoretic methods for studying population codes.
Neural Netw. 2010.
PMID: 20542408
Review.
Search Page
Filters
Results by year
Table representation of search results timeline featuring number of search results per year.
| Year | Number of Results |
|---|---|
| 1998 | 1 |
| 2001 | 1 |
| 2002 | 1 |
| 2003 | 1 |
| 2004 | 2 |
| 2007 | 1 |
| 2008 | 1 |
| 2009 | 3 |
| 2010 | 2 |
| 2014 | 1 |
| 2015 | 1 |
| 2016 | 1 |
| 2020 | 1 |
| 2021 | 1 |
| 2023 | 1 |
Search Results
15 results
Results by year
Citations
1
article
found by citation matching
Search results
Page 1
Information-theoretic methods for studying population codes.
Neural Netw. 2010 Aug;23(6):713-27. doi: 10.1016/j.neunet.2010.05.008. Epub 2010 Jun 12.
Neural Netw. 2010.
PMID: 20542408
Review.
Population coding is the quantitative study of which algorithms or representations are used by the brain to combine together and evaluate the messages carried by different neurons. Here, we review an information-theoretic approach to populati …
Population coding is the quantitative study of which algorithms or representations are used by the brain to combine tog …
Coverage-adjusted entropy estimation.
Stat Med. 2007 Sep 20;26(21):4039-60. doi: 10.1002/sim.2942.
Stat Med. 2007.
PMID: 17567838
Data on 'neural coding' have frequently been analyzed using information-theoretic measures. ...This method begins with the elementary Horvitz-Thompson estimator, developed for sampling from a finite population, and adjusts for the potential new …
Data on 'neural coding' have frequently been analyzed using information-theoretic measures. ...This method begin …
The minimum information principle and its application to neural code analysis.
Proc Natl Acad Sci U S A. 2009 Mar 3;106(9):3490-5. doi: 10.1073/pnas.0806782106. Epub 2009 Feb 13.
Proc Natl Acad Sci U S A. 2009.
PMID: 19218435
Free PMC article.
Although much progress has been made in information theoretic methodology, there is still no satisfying answer to the question: "What is the information that a given property of the neural population activity (e.g., the responses of single cells within …
Although much progress has been made in information theoretic methodology, there is still no satisfying answer to the question …
An information theoretic approach to EEG-fMRI integration of visually evoked responses.
Neuroimage. 2010 Jan 1;49(1):498-516. doi: 10.1016/j.neuroimage.2009.07.038. Epub 2009 Jul 24.
Neuroimage. 2010.
PMID: 19632339
Here, we apply a novel route to the integration of simultaneously acquired multimodal brain imaging data. We adopt a theoretical framework developed in the study of neuronal population codes which explicitly takes into account the experimentally observed stim …
Here, we apply a novel route to the integration of simultaneously acquired multimodal brain imaging data. We adopt a theoretical framework d …
Interpreting neuronal population activity by reconstruction: unified framework with application to hippocampal place cells.
J Neurophysiol. 1998 Feb;79(2):1017-44. doi: 10.1152/jn.1998.79.2.1017.
J Neurophysiol. 1998.
PMID: 9463459
Free article.
They include important existing methods as special cases, such as population vector coding, optimal linear estimation, and template matching. ...In general, the theoretical values of the minimal achievable reconstruction errors quantify how accurately a physi …
They include important existing methods as special cases, such as population vector coding, optimal linear estimation, …
Eye Velocity Gain Fields in MSTd During Optokinetic Stimulation.
Cereb Cortex. 2015 Aug;25(8):2181-90. doi: 10.1093/cercor/bhu024. Epub 2014 Feb 20.
Cereb Cortex. 2015.
PMID: 24557636
Free PMC article.
Here, we investigated neural responses in MSTd during continuous optokinetic stimulation using an information-theoretic approach for characterizing neural tuning with high resolution. ...The observed tuning functions resembled those emerging in a network model train …
Here, we investigated neural responses in MSTd during continuous optokinetic stimulation using an information-theoretic approa …
Representational Geometries Reveal Differential Effects of Response Correlations on Population Codes in Neurophysiology and Functional Magnetic Resonance Imaging.
J Neurosci. 2023 Jun 14;43(24):4498-4512. doi: 10.1523/JNEUROSCI.2228-22.2023. Epub 2023 May 15.
J Neurosci. 2023.
PMID: 37188515
We used an information-theoretic approach and showed that unlike the detrimental effects of response correlations reported in neurophysiology, voxelwise response correlations generally improve sensory coding. We conducted a series of in-depth analyses and dem …
We used an information-theoretic approach and showed that unlike the detrimental effects of response correlations reported in …
Population coding of stimulus location in rat somatosensory cortex.
Neuron. 2001 Nov 8;32(3):503-14. doi: 10.1016/s0896-6273(01)00481-0.
Neuron. 2001.
PMID: 11709160
Free article.
This study explores the nature of population coding in sensory cortex by applying information theoretic analyses to neuron pairs recorded simultaneously from rat barrel cortex. ...The barrel cortical population code for stimulus location …
This study explores the nature of population coding in sensory cortex by applying information theoretic a …
Quantifying neural coding of event timing.
J Neurophysiol. 2009 Jan;101(1):402-17. doi: 10.1152/jn.90767.2008. Epub 2008 Nov 19.
J Neurophysiol. 2009.
PMID: 19019976
Free PMC article.
This is used to generate a probability distribution of the event occurrence, using Bayes' rule. By an information theoretic approach, this method yields a single value (in bits) that quantifies the reduction in uncertainty regarding the time of an external ev …
This is used to generate a probability distribution of the event occurrence, using Bayes' rule. By an information theoretic ap …
Modelling the utility of group testing for public health surveillance.
Infect Dis Model. 2021 Aug 13;6:1009-1024. doi: 10.1016/j.idm.2021.08.002. eCollection 2021.
Infect Dis Model. 2021.
PMID: 34466761
Free PMC article.
This cost function is versatile, e.g., it could take into account that false negative assignments are worse than false positive assignments and that false assignments in critical areas, such as health care workers, are more severe than in the general population. Based on t …
This cost function is versatile, e.g., it could take into account that false negative assignments are worse than false positive assignments …
Cite