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Items: 43

1.

Identifying nonlinear dynamical systems via generative recurrent neural networks with applications to fMRI.

Koppe G, Toutounji H, Kirsch P, Lis S, Durstewitz D.

PLoS Comput Biol. 2019 Aug 21;15(8):e1007263. doi: 10.1371/journal.pcbi.1007263. eCollection 2019 Aug.

2.

Deep neural networks in psychiatry.

Durstewitz D, Koppe G, Meyer-Lindenberg A.

Mol Psychiatry. 2019 Nov;24(11):1583-1598. doi: 10.1038/s41380-019-0365-9. Epub 2019 Feb 15. Review.

PMID:
30770893
3.

Recurrent Neural Networks in Mobile Sampling and Intervention.

Koppe G, Guloksuz S, Reininghaus U, Durstewitz D.

Schizophr Bull. 2019 Mar 7;45(2):272-276. doi: 10.1093/schbul/sby171.

PMID:
30496527
4.

Detecting Multiple Change Points Using Adaptive Regression Splines With Application to Neural Recordings.

Toutounji H, Durstewitz D.

Front Neuroinform. 2018 Oct 4;12:67. doi: 10.3389/fninf.2018.00067. eCollection 2018.

5.

Amygdala Corticofugal Input Shapes Mitral Cell Responses in the Accessory Olfactory Bulb.

Oboti L, Russo E, Tran T, Durstewitz D, Corbin JG.

eNeuro. 2018 Jun 11;5(3). pii: ENEURO.0175-18.2018. doi: 10.1523/ENEURO.0175-18.2018. eCollection 2018 May-Jun.

6.

Editorial: Metastable Dynamics of Neural Ensembles.

Balaguer-Ballester E, Moreno-Bote R, Deco G, Durstewitz D.

Front Syst Neurosci. 2018 Jan 26;11:99. doi: 10.3389/fnsys.2017.00099. eCollection 2017. No abstract available.

7.

CACNA1C gene regulates behavioral strategies in operant rule learning.

Koppe G, Mallien AS, Berger S, Bartsch D, Gass P, Vollmayr B, Durstewitz D.

PLoS Biol. 2017 Jun 12;15(6):e2000936. doi: 10.1371/journal.pbio.2000936. eCollection 2017 Jun.

8.

A state space approach for piecewise-linear recurrent neural networks for identifying computational dynamics from neural measurements.

Durstewitz D.

PLoS Comput Biol. 2017 Jun 2;13(6):e1005542. doi: 10.1371/journal.pcbi.1005542. eCollection 2017 Jun.

9.

Cell assemblies at multiple time scales with arbitrary lag constellations.

Russo E, Durstewitz D.

Elife. 2017 Jan 11;6. pii: e19428. doi: 10.7554/eLife.19428.

10.

A Quantitative Analysis of Context-Dependent Remapping of Medial Frontal Cortex Neurons and Ensembles.

Ma L, Hyman JM, Durstewitz D, Phillips AG, Seamans JK.

J Neurosci. 2016 Aug 3;36(31):8258-72. doi: 10.1523/JNEUROSCI.3176-15.2016.

11.

A Detailed Data-Driven Network Model of Prefrontal Cortex Reproduces Key Features of In Vivo Activity.

Hass J, Hertäg L, Durstewitz D.

PLoS Comput Biol. 2016 May 20;12(5):e1004930. doi: 10.1371/journal.pcbi.1004930. eCollection 2016 May.

12.

A statistical approach for segregating cognitive task stages from multivariate fMRI BOLD time series.

Demanuele C, Bähner F, Plichta MM, Kirsch P, Tost H, Meyer-Lindenberg A, Durstewitz D.

Front Hum Neurosci. 2015 Oct 7;9:537. doi: 10.3389/fnhum.2015.00537. eCollection 2015.

13.

Area-specific information processing in prefrontal cortex during a probabilistic inference task: a multivariate fMRI BOLD time series analysis.

Demanuele C, Kirsch P, Esslinger C, Zink M, Meyer-Lindenberg A, Durstewitz D.

PLoS One. 2015 Aug 10;10(8):e0135424. doi: 10.1371/journal.pone.0135424. eCollection 2015.

14.

Amphetamine Exerts Dose-Dependent Changes in Prefrontal Cortex Attractor Dynamics during Working Memory.

Lapish CC, Balaguer-Ballester E, Seamans JK, Phillips AG, Durstewitz D.

J Neurosci. 2015 Jul 15;35(28):10172-87. doi: 10.1523/JNEUROSCI.2421-14.2015.

15.

Hippocampal-dorsolateral prefrontal coupling as a species-conserved cognitive mechanism: a human translational imaging study.

Bähner F, Demanuele C, Schweiger J, Gerchen MF, Zamoscik V, Ueltzhöffer K, Hahn T, Meyer P, Flor H, Durstewitz D, Tost H, Kirsch P, Plichta MM, Meyer-Lindenberg A.

Neuropsychopharmacology. 2015 Jun;40(7):1674-81. doi: 10.1038/npp.2015.13. Epub 2015 Jan 12.

16.

Neurocomputational models of time perception.

Hass J, Durstewitz D.

Adv Exp Med Biol. 2014;829:49-71. doi: 10.1007/978-1-4939-1782-2_4. Review.

PMID:
25358705
17.

Analytical approximations of the firing rate of an adaptive exponential integrate-and-fire neuron in the presence of synaptic noise.

Hertäg L, Durstewitz D, Brunel N.

Front Comput Neurosci. 2014 Sep 18;8:116. doi: 10.3389/fncom.2014.00116. eCollection 2014.

18.

A systems medicine research approach for studying alcohol addiction.

Spanagel R, Durstewitz D, Hansson A, Heinz A, Kiefer F, Köhr G, Matthäus F, Nöthen MM, Noori HR, Obermayer K, Rietschel M, Schloss P, Scholz H, Schumann G, Smolka M, Sommer W, Vengeliene V, Walter H, Wurst W, Zimmermann US; Addiction GWAS Resource Group, Stringer S, Smits Y, Derks EM.

Addict Biol. 2013 Nov;18(6):883-96. doi: 10.1111/adb.12109.

PMID:
24283978
19.

Method for stationarity-segmentation of spike train data with application to the Pearson cross-correlation.

Quiroga-Lombard CS, Hass J, Durstewitz D.

J Neurophysiol. 2013 Jul;110(2):562-72. doi: 10.1152/jn.00186.2013. Epub 2013 May 1.

20.

Where have I been? Where should I go? Spatial working memory on a radial arm maze in a rat model of depression.

Richter SH, Zeuch B, Lankisch K, Gass P, Durstewitz D, Vollmayr B.

PLoS One. 2013 Apr 22;8(4):e62458. doi: 10.1371/journal.pone.0062458. Print 2013.

21.

An Approximation to the Adaptive Exponential Integrate-and-Fire Neuron Model Allows Fast and Predictive Fitting to Physiological Data.

Hertäg L, Hass J, Golovko T, Durstewitz D.

Front Comput Neurosci. 2012 Sep 6;6:62. doi: 10.3389/fncom.2012.00062. eCollection 2012.

22.

Contextual encoding by ensembles of medial prefrontal cortex neurons.

Hyman JM, Ma L, Balaguer-Ballester E, Durstewitz D, Seamans JK.

Proc Natl Acad Sci U S A. 2012 Mar 27;109(13):5086-91. doi: 10.1073/pnas.1114415109. Epub 2012 Mar 14.

23.

Attracting dynamics of frontal cortex ensembles during memory-guided decision-making.

Balaguer-Ballester E, Lapish CC, Seamans JK, Durstewitz D.

PLoS Comput Biol. 2011 May;7(5):e1002057. doi: 10.1371/journal.pcbi.1002057. Epub 2011 May 19.

24.

Abrupt transitions between prefrontal neural ensemble states accompany behavioral transitions during rule learning.

Durstewitz D, Vittoz NM, Floresco SB, Seamans JK.

Neuron. 2010 May 13;66(3):438-48. doi: 10.1016/j.neuron.2010.03.029.

25.

Implications of synaptic biophysics for recurrent network dynamics and active memory.

Durstewitz D.

Neural Netw. 2009 Oct;22(8):1189-200. doi: 10.1016/j.neunet.2009.07.016. Epub 2009 Jul 21. Review.

PMID:
19647396
26.

Comparing the prefrontal cortex of rats and primates: insights from electrophysiology.

Seamans JK, Lapish CC, Durstewitz D.

Neurotox Res. 2008 Oct;14(2-3):249-62. doi: 10.1007/BF03033814. Review.

PMID:
19073430
27.

Successful choice behavior is associated with distinct and coherent network states in anterior cingulate cortex.

Lapish CC, Durstewitz D, Chandler LJ, Seamans JK.

Proc Natl Acad Sci U S A. 2008 Aug 19;105(33):11963-8. doi: 10.1073/pnas.0804045105. Epub 2008 Aug 15.

28.

The dual-state theory of prefrontal cortex dopamine function with relevance to catechol-o-methyltransferase genotypes and schizophrenia.

Durstewitz D, Seamans JK.

Biol Psychiatry. 2008 Nov 1;64(9):739-49. doi: 10.1016/j.biopsych.2008.05.015. Epub 2008 Jul 11. Review.

PMID:
18620336
29.

Computational significance of transient dynamics in cortical networks.

Durstewitz D, Deco G.

Eur J Neurosci. 2008 Jan;27(1):217-27. Epub 2007 Dec 17. Review. Erratum in: Eur J Neurosci. 2008 Feb;27(3):790.

PMID:
18093174
30.

The ability of the mesocortical dopamine system to operate in distinct temporal modes.

Lapish CC, Kroener S, Durstewitz D, Lavin A, Seamans JK.

Psychopharmacology (Berl). 2007 Apr;191(3):609-25. Epub 2006 Nov 4. Review.

31.

Dynamical basis of irregular spiking in NMDA-driven prefrontal cortex neurons.

Durstewitz D, Gabriel T.

Cereb Cortex. 2007 Apr;17(4):894-908. Epub 2006 Jun 1.

PMID:
16740581
32.

A few important points about dopamine's role in neural network dynamics.

Durstewitz D.

Pharmacopsychiatry. 2006 Feb;39 Suppl 1:S72-5.

PMID:
16508901
33.

Beyond bistability: biophysics and temporal dynamics of working memory.

Durstewitz D, Seamans JK.

Neuroscience. 2006 Apr 28;139(1):119-33. Epub 2005 Dec 2. Review.

PMID:
16326020
34.

Neural representation of interval time.

Durstewitz D.

Neuroreport. 2004 Apr 9;15(5):745-9. Review.

PMID:
15073507
35.
36.

The computational role of dopamine D1 receptors in working memory.

Durstewitz D, Seamans JK.

Neural Netw. 2002 Jun-Jul;15(4-6):561-72. Review.

PMID:
12371512
37.

Bidirectional dopamine modulation of GABAergic inhibition in prefrontal cortical pyramidal neurons.

Seamans JK, Gorelova N, Durstewitz D, Yang CR.

J Neurosci. 2001 May 15;21(10):3628-38.

38.

Dopamine D1/D5 receptor modulation of excitatory synaptic inputs to layer V prefrontal cortex neurons.

Seamans JK, Durstewitz D, Christie BR, Stevens CF, Sejnowski TJ.

Proc Natl Acad Sci U S A. 2001 Jan 2;98(1):301-6.

39.

Neurocomputational models of working memory.

Durstewitz D, Seamans JK, Sejnowski TJ.

Nat Neurosci. 2000 Nov;3 Suppl:1184-91. Review.

PMID:
11127836
40.

Dopamine-mediated stabilization of delay-period activity in a network model of prefrontal cortex.

Durstewitz D, Seamans JK, Sejnowski TJ.

J Neurophysiol. 2000 Mar;83(3):1733-50.

41.

The dopaminergic innervation of the avian telencephalon.

Durstewitz D, Kröner S, Güntürkün O.

Prog Neurobiol. 1999 Oct;59(2):161-95. Review.

PMID:
10463794
42.

A neurocomputational theory of the dopaminergic modulation of working memory functions.

Durstewitz D, Kelc M, Güntürkün O.

J Neurosci. 1999 Apr 1;19(7):2807-22.

43.

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