Daniel Durstewitz - Publications

Affiliations: 
Research Group Computational Neuroscience Central Institute of mental Health, Mannheim, Baden-Württemberg, Germany 
Area:
Dopamine, biophysically realistic models

63 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2023 Durstewitz D, Koppe G, Thurm MI. Reconstructing computational system dynamics from neural data with recurrent neural networks. Nature Reviews. Neuroscience. 24: 693-710. PMID 37794121 DOI: 10.1038/s41583-023-00740-7  0.307
2023 Domanski APF, Kucewicz MT, Russo E, Tricklebank MD, Robinson ESJ, Durstewitz D, Jones MW. Distinct hippocampal-prefrontal neural assemblies coordinate memory encoding, maintenance, and recall. Current Biology : Cb. PMID 36898372 DOI: 10.1016/j.cub.2023.02.029  0.46
2022 Melbaum S, Russo E, Eriksson D, Schneider A, Durstewitz D, Brox T, Diester I. Conserved structures of neural activity in sensorimotor cortex of freely moving rats allow cross-subject decoding. Nature Communications. 13: 7420. PMID 36456557 DOI: 10.1038/s41467-022-35115-6  0.494
2021 Russo E, Ma T, Spanagel R, Durstewitz D, Toutounji H, Köhr G. Coordinated prefrontal state transition leads extinction of reward-seeking behaviors. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. PMID 33531416 DOI: 10.1523/JNEUROSCI.2588-20.2021  0.756
2020 Koppe G, Meyer-Lindenberg A, Durstewitz D. Deep learning for small and big data in psychiatry. Neuropsychopharmacology : Official Publication of the American College of Neuropsychopharmacology. PMID 32668442 DOI: 10.1038/S41386-020-0767-Z  0.325
2020 Oettl LL, Scheller M, Filosa C, Wieland S, Haag F, Loeb C, Durstewitz D, Shusterman R, Russo E, Kelsch W. Phasic dopamine reinforces distinct striatal stimulus encoding in the olfactory tubercle driving dopaminergic reward prediction. Nature Communications. 11: 3460. PMID 32651365 DOI: 10.1038/S41467-020-17257-7  0.527
2020 Durstewitz D, Huys QJM, Koppe G. Psychiatric Illnesses as Disorders of Network Dynamics. Biological Psychiatry. Cognitive Neuroscience and Neuroimaging. PMID 32249208 DOI: 10.1016/J.Bpsc.2020.01.001  0.335
2020 Monfared Z, Durstewitz D. Existence of n-cycles and border-collision bifurcations in piecewise-linear continuous maps with applications to recurrent neural networks Nonlinear Dynamics. 101: 1037-1052. DOI: 10.1007/S11071-020-05841-X  0.337
2019 Koppe G, Toutounji H, Kirsch P, Lis S, Durstewitz D. Identifying nonlinear dynamical systems via generative recurrent neural networks with applications to fMRI. Plos Computational Biology. 15: e1007263. PMID 31433810 DOI: 10.1371/Journal.Pcbi.1007263  0.758
2019 Durstewitz D, Koppe G, Meyer-Lindenberg A. Deep neural networks in psychiatry. Molecular Psychiatry. PMID 30770893 DOI: 10.1038/S41380-019-0365-9  0.415
2018 Koppe G, Guloksuz S, Reininghaus U, Durstewitz D. Recurrent Neural Networks in Mobile Sampling and Intervention. Schizophrenia Bulletin. PMID 30496527 DOI: 10.1093/Schbul/Sby171  0.369
2018 Toutounji H, Durstewitz D. Detecting Multiple Change Points Using Adaptive Regression Splines With Application to Neural Recordings. Frontiers in Neuroinformatics. 12: 67. PMID 30349472 DOI: 10.3389/Fninf.2018.00067  0.749
2018 Oboti L, Russo E, Tran T, Durstewitz D, Corbin JG. Amygdala Corticofugal Input Shapes Mitral Cell Responses in the Accessory Olfactory Bulb. Eneuro. 5. PMID 29911171 DOI: 10.1523/ENEURO.0175-18.2018  0.4
2017 Balaguer-Ballester E, Moreno-Bote R, Deco G, Durstewitz D. Editorial: Metastable Dynamics of Neural Ensembles. Frontiers in Systems Neuroscience. 11: 99. PMID 29472845 DOI: 10.3389/Fnsys.2017.00099  0.346
2017 Koppe G, Mallien AS, Berger S, Bartsch D, Gass P, Vollmayr B, Durstewitz D. CACNA1C gene regulates behavioral strategies in operant rule learning. Plos Biology. 15: e2000936. PMID 28604818 DOI: 10.1371/Journal.Pbio.2000936  0.353
2017 Durstewitz D. A state space approach for piecewise-linear recurrent neural networks for identifying computational dynamics from neural measurements. Plos Computational Biology. 13: e1005542. PMID 28574992 DOI: 10.1371/Journal.Pcbi.1005542  0.484
2017 Russo E, Durstewitz D. Cell assemblies at multiple time scales with arbitrary lag constellations. Elife. 6. PMID 28074777 DOI: 10.7554/Elife.19428  0.525
2017 Rubchinsky LL, Ahn S, Klijn W, Cumming B, Yates S, Karakasis V, Peyser A, Woodman M, Diaz-Pier S, Deraeve J, Vassena E, Alexander W, Beeman D, Kudela P, Boatman-Reich D, ... ... Durstewitz D, et al. 26th Annual Computational Neuroscience Meeting (CNS*2017): Part 2 Bmc Neuroscience. 18. DOI: 10.1186/S12868-017-0371-2  0.449
2017 Denham S, Poirazi P, De Schutter E, Friston K, Chan HK, Nowotny T, Han D, Hong S, Rosay S, Wernle T, Treves A, Goethals S, Brette R, Van Pottelbergh T, Sepulchre R, ... ... Durstewitz D, et al. 26th Annual Computational Neuroscience Meeting (CNS*2017): Part 1 Bmc Neuroscience. 18. DOI: 10.1186/S12868-017-0370-3  0.715
2016 Ma L, Hyman JM, Durstewitz D, Phillips AG, Seamans JK. A Quantitative Analysis of Context-Dependent Remapping of Medial Frontal Cortex Neurons and Ensembles. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. 36: 8258-72. PMID 27488644 DOI: 10.1523/Jneurosci.3176-15.2016  0.393
2016 Hass J, Hertäg L, Durstewitz D. A Detailed Data-Driven Network Model of Prefrontal Cortex Reproduces Key Features of In Vivo Activity. Plos Computational Biology. 12: e1004930. PMID 27203563 DOI: 10.1371/Journal.Pcbi.1004930  0.66
2016 Dayan P, Durstewitz D. Editorial overview: Computational modeling: After the Middle Ages of computational neuroscience Current Opinion in Behavioral Sciences. 11: v-vi. DOI: 10.1016/J.Cobeha.2016.07.008  0.315
2016 Durstewitz D, Koppe G, Toutounji H. Computational models as statistical tools Current Opinion in Behavioral Sciences. 11: 93-99. DOI: 10.1016/J.Cobeha.2016.07.004  0.756
2016 Hass J, Durstewitz D. Time at the center, or time at the side? Assessing current models of time perception Current Opinion in Behavioral Sciences. 8: 238-244. DOI: 10.1016/J.Cobeha.2016.02.030  0.618
2015 Demanuele C, Bähner F, Plichta MM, Kirsch P, Tost H, Meyer-Lindenberg A, Durstewitz D. A statistical approach for segregating cognitive task stages from multivariate fMRI BOLD time series. Frontiers in Human Neuroscience. 9: 537. PMID 26557064 DOI: 10.3389/Fnhum.2015.00537  0.361
2015 Demanuele C, Kirsch P, Esslinger C, Zink M, Meyer-Lindenberg A, Durstewitz D. Area-Specific Information Processing in Prefrontal Cortex during a Probabilistic Inference Task: A Multivariate fMRI BOLD Time Series Analysis. Plos One. 10: e0135424. PMID 26258487 DOI: 10.1371/Journal.Pone.0135424  0.348
2015 Lapish CC, Balaguer-Ballester E, Seamans JK, Phillips AG, Durstewitz D. Amphetamine Exerts Dose-Dependent Changes in Prefrontal Cortex Attractor Dynamics during Working Memory. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. 35: 10172-87. PMID 26180194 DOI: 10.1523/Jneurosci.2421-14.2015  0.418
2015 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. Hippocampal-dorsolateral prefrontal coupling as a species-conserved cognitive mechanism: a human translational imaging study. Neuropsychopharmacology : Official Publication of the American College of Neuropsychopharmacology. 40: 1674-81. PMID 25578799 DOI: 10.1038/Npp.2015.13  0.317
2014 Hass J, Durstewitz D. Neurocomputational models of time perception. Advances in Experimental Medicine and Biology. 829: 49-71. PMID 25358705 DOI: 10.1007/978-1-4939-1782-2_4  0.631
2014 Hertäg L, Durstewitz D, Brunel N. Analytical approximations of the firing rate of an adaptive exponential integrate-and-fire neuron in the presence of synaptic noise. Frontiers in Computational Neuroscience. 8: 116. PMID 25278872 DOI: 10.3389/Fncom.2014.00116  0.426
2013 Quiroga-Lombard CS, Hass J, Durstewitz D. Method for stationarity-segmentation of spike train data with application to the Pearson cross-correlation. Journal of Neurophysiology. 110: 562-72. PMID 23636729 DOI: 10.1152/Jn.00186.2013  0.618
2013 Kornienko O, Ma L, Hyman JM, Seamans JK, Durstewitz D. Neuronal coding in the rodent prefrontal cortex Bmc Neuroscience. 14. DOI: 10.1186/1471-2202-14-S1-P117  0.408
2013 Hass J, Hertäg L, Quiroga Lombard SC, Golovko T, Durstewitz D. A computational model of prefrontal cortex based on physiologically derived cellular parameter distributions Bmc Neuroscience. 14. DOI: 10.1186/1471-2202-14-S1-P116  0.648
2012 Hertäg L, Hass J, Golovko T, Durstewitz D. An Approximation to the Adaptive Exponential Integrate-and-Fire Neuron Model Allows Fast and Predictive Fitting to Physiological Data. Frontiers in Computational Neuroscience. 6: 62. PMID 22973220 DOI: 10.3389/Fncom.2012.00062  0.634
2012 Hyman JM, Ma L, Balaguer-Ballester E, Durstewitz D, Seamans JK. Contextual encoding by ensembles of medial prefrontal cortex neurons. Proceedings of the National Academy of Sciences of the United States of America. 109: 5086-91. PMID 22421138 DOI: 10.1073/Pnas.1114415109  0.411
2011 Balaguer-Ballester E, Lapish CC, Seamans JK, Durstewitz D. Attracting dynamics of frontal cortex ensembles during memory-guided decision-making. Plos Computational Biology. 7: e1002057. PMID 21625577 DOI: 10.1371/Journal.Pcbi.1002057  0.422
2011 Hass J, Durstewitz D. Models of dopaminergic modulation Scholarpedia. 6: 4215. DOI: 10.4249/Scholarpedia.4215  0.557
2011 Haß J, Durstewitz D. A network model of a multi-item working memory task based on competitive reverberating neural activity Bmc Neuroscience. 12. DOI: 10.1186/1471-2202-12-S1-P83  0.651
2011 Balaguer-Ballester E, Lapish CC, Seamans JK, Durstewitz D. Attracting states in frontal cortex networks associated with working memory and decision making Bmc Neuroscience. 12. DOI: 10.1186/1471-2202-12-S1-P82  0.406
2011 Hertäg L, Haß J, Golovko T, Durstewitz D. An analytical approximation to the AdEx neuron model allows fast fitting to physiological data Bmc Neuroscience. 12. DOI: 10.1186/1471-2202-12-S1-P81  0.62
2010 Durstewitz D, Vittoz NM, Floresco SB, Seamans JK. Abrupt transitions between prefrontal neural ensemble states accompany behavioral transitions during rule learning. Neuron. 66: 438-48. PMID 20471356 DOI: 10.1016/J.Neuron.2010.03.029  0.749
2010 Durstewitz D, Balaguer-Ballester E. Statistical approaches for reconstructing neuro-cognitive dynamics from high-dimensional neural recordings E-Neuroforum. 16. DOI: 10.1007/S13295-010-0011-0  0.419
2009 Durstewitz D. Implications of synaptic biophysics for recurrent network dynamics and active memory. Neural Networks : the Official Journal of the International Neural Network Society. 22: 1189-200. PMID 19647396 DOI: 10.1016/J.Neunet.2009.07.016  0.382
2009 Balaguer-Ballester E, Lapish CC, Seamans JK, Durstewitz D. Characterizing multiple-unit activity in the anterior cingulate cortex during choice behavior as a stochastic nonlinear process Bmc Neuroscience. 10. DOI: 10.1186/1471-2202-10-S1-P7  0.462
2009 Durstewitz D. Dopamine-controlled delta oscillations regulate dynamical and computational regimes in cortical networks Bmc Neuroscience. 10. DOI: 10.1186/1471-2202-10-S1-P269  0.37
2009 Kyle R, Bartsch U, Willshaw D, Durstewitz D. Dopamine D1/D2 modulation of synaptic plasticity in the prefrontal cortex Bmc Neuroscience. 10. DOI: 10.1186/1471-2202-10-S1-P193  0.309
2008 Seamans JK, Lapish CC, Durstewitz D. Comparing the prefrontal cortex of rats and primates: insights from electrophysiology. Neurotoxicity Research. 14: 249-62. PMID 19073430 DOI: 10.1007/Bf03033814  0.359
2008 Lapish CC, Durstewitz D, Chandler LJ, Seamans JK. Successful choice behavior is associated with distinct and coherent network states in anterior cingulate cortex. Proceedings of the National Academy of Sciences of the United States of America. 105: 11963-8. PMID 18708525 DOI: 10.1073/Pnas.0804045105  0.397
2008 Durstewitz D, Seamans JK. The dual-state theory of prefrontal cortex dopamine function with relevance to catechol-o-methyltransferase genotypes and schizophrenia. Biological Psychiatry. 64: 739-49. PMID 18620336 DOI: 10.1016/J.Biopsych.2008.05.015  0.367
2008 Durstewitz D, Deco G. Computational significance of transient dynamics in cortical networks. The European Journal of Neuroscience. 27: 217-27. PMID 18093174 DOI: 10.1111/J.1460-9568.2007.05976.X  0.439
2007 Lapish CC, Kroener S, Durstewitz D, Lavin A, Seamans JK. The ability of the mesocortical dopamine system to operate in distinct temporal modes. Psychopharmacology. 191: 609-25. PMID 17086392 DOI: 10.1007/S00213-006-0527-8  0.358
2007 Durstewitz D, Gabriel T. Dynamical basis of irregular spiking in NMDA-driven prefrontal cortex neurons. Cerebral Cortex (New York, N.Y. : 1991). 17: 894-908. PMID 16740581 DOI: 10.1093/Cercor/Bhk044  0.385
2006 Durstewitz D, Seamans JK. Beyond bistability: biophysics and temporal dynamics of working memory. Neuroscience. 139: 119-33. PMID 16326020 DOI: 10.1016/J.Neuroscience.2005.06.094  0.377
2006 Durstewitz D. Engineering the brain Behavioral and Brain Sciences. 29: 76-77. DOI: 10.1017/S0140525X06289027  0.313
2004 Durstewitz D. Neural representation of interval time. Neuroreport. 15: 745-9. PMID 15073507 DOI: 10.1097/00001756-200404090-00001  0.384
2003 Durstewitz D. Self-organizing neural integrator predicts interval times through climbing activity. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. 23: 5342-53. PMID 12832560 DOI: 10.1523/Jneurosci.23-12-05342.2003  0.372
2002 Durstewitz D, Seamans JK. The computational role of dopamine D1 receptors in working memory. Neural Networks : the Official Journal of the International Neural Network Society. 15: 561-72. PMID 12371512 DOI: 10.1016/S0893-6080(02)00049-7  0.363
2001 Seamans JK, Gorelova N, Durstewitz D, Yang CR. Bidirectional dopamine modulation of GABAergic inhibition in prefrontal cortical pyramidal neurons. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. 21: 3628-38. PMID 11331392 DOI: 10.1523/Jneurosci.21-10-03628.2001  0.316
2000 Durstewitz D, Seamans JK, Sejnowski TJ. Neurocomputational models of working memory. Nature Neuroscience. 3: 1184-91. PMID 11127836 DOI: 10.1038/81460  0.361
2000 Durstewitz D, Seamans JK, Sejnowski TJ. Dopamine-mediated stabilization of delay-period activity in a network model of prefrontal cortex. Journal of Neurophysiology. 83: 1733-50. PMID 10712493 DOI: 10.1152/Jn.2000.83.3.1733  0.401
1999 Durstewitz D, Kröner S, Güntürkün O. The dopaminergic innervation of the avian telencephalon. Progress in Neurobiology. 59: 161-95. PMID 10463794 DOI: 10.1016/S0301-0082(98)00100-2  0.324
1999 Durstewitz D, Kelc M, Güntürkün O. A neurocomputational theory of the dopaminergic modulation of working memory functions. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. 19: 2807-22. PMID 10087092 DOI: 10.1523/Jneurosci.19-07-02807.1999  0.382
1998 Durstewitz D, Kröner S, Hemmings HC, Güntürkün O. The dopaminergic innervation of the pigeon telencephalon: distribution of DARPP-32 and co-occurrence with glutamate decarboxylase and tyrosine hydroxylase. Neuroscience. 83: 763-79. PMID 9483560 DOI: 10.1016/S0306-4522(97)00450-8  0.309
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