Prof. Dr. habil. Jane Neumann

Jane Neumann

for­mer Head of Junior Research Group
Com­pu­ta­tion­al Mod­el­ing of Reward-Relat­ed and Deci­sion-Mak­ing Process­es

      

Prof Dr Neu­mann stud­ied Com­put­er Sci­ence at the Chem­nitz Uni­ver­si­ty of Tech­nol­o­gy, Ger­many, and the Uni­ver­si­ty of York, Eng­land. She received her PhD from the Cen­ter for Cog­ni­tive Sci­ence and the School of Infor­mat­icsUni­ver­si­ty of Edin­burgh, Scot­land, where she explored new mech­a­nisms for learn­ing com­plex struc­tures in con­nec­tion­ist net­works, super­vised by Prof Mark Steed­man and Prof David Will­shaw. In 2001, she start­ed her post­doc­tor­al work at the Max Planck Insti­tute (MPI) for Human Cog­ni­tive and Brain Sci­ences in Leipzig. Focus of her research was the devel­op­ment of new meth­ods for com­pu­ta­tion­al mod­el­ling and sta­tis­ti­cal analy­sis of func­tion­al mag­net­ic res­o­nance imag­ing data. In 2012 Dr. Neu­mann received her Habil­i­ta­tion from the Fac­ul­ty of Math­e­mat­ics and Com­put­er Sci­ence at Leipzig Uni­ver­si­ty with the the­sis “Beyond acti­va­tion detec­tion: Advanc­ing com­pu­ta­tion­al tech­niques for the analy­sis of func­tion­al MRI data”. In 2010 Dr. Neu­mann start­ed her inde­pen­dent research group “Com­pu­ta­tion­al mod­el­ling of reward-relat­ed and deci­sion mak­ing process­es” at the Inte­grat­ed Research and Treat­ment Cen­ter (IFB) Adi­pos­i­ty­Dis­eases, Uni­ver­si­ty Clin­ic Leipzig. Her cur­rent research is aimed at the devel­op­ment and appli­ca­tion of com­pu­ta­tion­al mod­els for human learn­ing and deci­sion mak­ing process­es, and at inves­ti­gat­ing the neur­al cor­re­lates of learn­ing and deci­sion mak­ing by means of func­tion­al brain imag­ing, togeth­er with any obe­si­ty-spe­cif­ic alter­ations of these process­es as one pos­si­ble cause of obe­si­ty.

2010–2017
Junior Research Group Leader: Inte­grat­ed Research and Treat­ment Cen­ter (IFB) Adi­pos­i­ty Dis­eases, Leipzig Uni­ver­si­ty Hos­pi­tal
2001–2010
Research Sci­en­tist: Max Planck Insti­tute for Human Cog­ni­tive and Brain Sci­ences, Leipzig, Ger­many
1997–2001
PhD: Cen­ter for Cog­ni­tive Sci­ence and Divi­sion of Infor­mat­ics, Uni­ver­si­ty of Edin­burgh, Scot­land
1990–1996
Com­put­er Sci­ence: Uni­ver­si­ty of Tech­nol­o­gy Chem­nitz, Ger­many, and Uni­ver­si­ty of York, Eng­land

Publications

Kube, J., Math­ar, D., Horstmann, A., Kotz, S. A., Vill­ringer, A., & Neu­mann, J. (2017). Altered mon­e­tary loss pro­cess­ing and rein­force­ment-based learn­ing in indi­vid­u­als with obe­si­ty. Brain Imag­ing and Behav­ior. doi:10.1007/s11682-017‑9786-8.
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Kast­ner, L., Kube, J., Vill­ringer, A., & Neu­mann, J. (2017). Car­diac con­comi­tants of feed­back and pre­dic­tion error pro­cess­ing in rein­force­ment learn­ing. Fron­tiers in Neu­ro­science, 11: 598. doi:10.3389/fnins.2017.00598.
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Math­ar, D., Neu­mann, J., Vill­ringer, A., & Horstmann, A. (2017). Fail­ing to learn from neg­a­tive pre­dic­tion errors: Obe­si­ty is asso­ci­at­ed with alter­ations in a fun­da­men­tal neur­al learn­ing mech­a­nism. Cor­tex, 95, 222–237. doi:10.1016/j.cortex.2017.08.022.
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Schrimpf, A., Kube, J., Neu­mann, J., Horstmann, A., Vill­ringer, A., & Gae­bler, M. (2017). Parasym­pa­thet­ic car­dio-reg­u­la­tion dur­ing social inter­ac­tions in indi­vid­u­als with obe­si­ty: The influ­ence of neg­a­tive body image. Cog­ni­tive, Affec­tive and Behav­ioral Neu­ro­science, 17(2), 330–347. doi:10.3758/s13415-016‑0482-8.
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Albrecht, F., Bise­nius, S., Schaack, R. M., Neu­mann, J., & Schroeter, M. L. (2017). Dis­en­tan­gling the neur­al cor­re­lates of cor­ti­cobasal syn­drome and cor­ti­cobasal degen­er­a­tion with sys­tem­at­ic and quan­ti­ta­tive ALE meta-analy­ses. npj Parkinson’s Dis­ease, 3: 12. doi:10.1038/s41531-017‑0012-6.
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Mühlberg, C., Math­ar, D., Vill­ringer, A., Horstmann, A., & Neu­mann, J. (2016). Stop­ping at the sight of food – How gen­der and obe­si­ty impact on response inhi­bi­tion. Appetite, 107, 663–676. doi:10.1016/j.appet.2016.08.121.
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Math­ar, D., Wilkin­son, L., Holl, A., Neu­mann, J., Deser­no, L., Vill­ringer, A., Jahan­shahi, M., & Horstmann, A. (2016). The role of dopamine in pos­i­tive and neg­a­tive pre­dic­tion error uti­liza­tion dur­ing inci­den­tal learn­ing: Insights from Positron Emis­sion Tomog­ra­phy, Parkinson’s dis­ease and Huntington’s dis­ease. Cor­tex. doi:10.1016/j.cortex.2016.09.004.
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Gar­cia-Gar­cia, I., Kube, J., Gae­bler, M., Horstmann, A., Vill­ringer, A., & Neu­mann, J. (2016). Neur­al pro­cess­ing of neg­a­tive emo­tion­al stim­uli and the influ­ence of age, sex and and task-relat­ed char­ac­ter­is­tics. Neu­ro­science and Biobe­hav­ioral Reviews, 68, 773–793. doi:10.1016/j.neubiorev.2016.04.020.
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Bise­nius, S., Neu­mann, J., & Schroeter, M. L. (2016). Response to the let­ter on ‘Val­i­dat­ing new diag­nos­tic imag­ing cri­te­ria for pri­ma­ry pro­gres­sive apha­sia via anatom­i­cal like­li­hood esti­ma­tion meta-analy­ses’. Euro­pean Jour­nal of Neu­rol­o­gy, 23(8), e52-e53. doi:10.1111/ene.13046.
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Grell­mann, C., Neu­mann, J., Bitzer, S., Kovacs, P., Tön­jes, A., West­lye, L. T., Andreassen, O. A., Stumvoll, M., Vill­ringer, A., & Horstmann, A. (2016). Ran­dom pro­jec­tion for fast and effi­cient mul­ti­vari­ate cor­re­la­tion analy­sis of high-dimen­sion­al data: A new approach. Fron­tiers in Genet­ics, 7: 102. doi:10.3389/fgene.2016.00102.
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Kube, J., Schrimpf, A., Gar­cia-Gar­cia, I., Vill­ringer, A., Neu­mann, J., & Horstmann, A. (2016). Dif­fer­en­tial heart rate respons­es to social and mon­e­tary rein­force­ment in women with obe­si­ty. Psy­chophys­i­ol­o­gy, 53(6), 868–879. doi:10.1111/psyp.12624.
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Bise­nius, S., Neu­mann, J., & Schroeter, M. L. (2016). Val­i­dat­ing new diag­nos­tic imag­ing cri­te­ria for pri­ma­ry pro­gres­sive apha­sia via anatom­i­cal like­li­hood esti­ma­tion meta-analy­ses. Euro­pean Jour­nal of Neu­rol­o­gy, 23(4), 704–712. doi:10.1111/ene.12902.
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Math­ar, D., Horstmann, A., Pleger, B., Vill­ringer, A., & Neu­mann, J. (2016). Is it worth the effort? Nov­el insights into obe­si­ty-asso­ci­at­ed alter­ations in cost-ben­e­fit deci­sion-mak­ing. Fron­tiers in Behav­ioral Neu­ro­science, 9: 360. doi:10.3389/fnbeh.2015.00360.
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Bise­nius, S., Trapp, S., Neu­mann, J., & Schroeter, M. L. (2015). Iden­ti­fy­ing neur­al cor­re­lates of visu­al con­scious­ness with ALE meta-analy­ses. Neu­roIm­age, 122, 177–187. doi:10.1016/j.neuroimage.2015.07.070.
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Deser­no, L., Wilbertz, T., Reit­er, A., Horstmann, A., Neu­mann, J., Vill­ringer, A., Heinze, H. J., & Schla­gen­hauf, F. (2015). Lat­er­al pre­frontal mod­el-based sig­na­tures are reduced in healthy indi­vid­u­als with high trait impul­siv­i­ty. Trans­la­tion­al Psy­chi­a­try, 5: e659. doi:10.1038/tp.2015.139.
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Keuken, M. C., van Maa­nen, L., Bogacz, R., Schäfer, A., Neu­mann, J., Turn­er, R., & Forstmann, B. U. (2015). The sub­thal­a­m­ic nucle­us dur­ing deci­sion-mak­ing with mul­ti­ple alter­na­tives. Human Brain Map­ping, 36(10), 4041–4052. doi:10.1002/hbm.22896.
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Gar­cia-Gar­cia, I., Jura­do, M. A., Garol­era, M., Mar­ques-Itur­ria, I., Horstmann, A., Segu­ra, B., Pueyo, R., Sender-Pala­cios, M. J., Ver­net-Ver­net, M., Vill­ringer, A., Jun­qué, C., Mar­gulies, D. S., & Neu­mann, J. (2015). Func­tion­al net­work cen­tral­i­ty in obe­si­ty: A rest­ing-state and task fMRI study. Psy­chi­a­try Research: Neu­roimag­ing, 233(3), 331–338. doi:10.1016/j.pscychresns.2015.05.017.
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Schroeter, M. L., Bzdok, D., Eick­hoff, S. B., & Neu­mann, J. (2015). Fron­to­me­di­an cor­tex is cen­tral for moral deficits in behav­iour­al vari­ant fron­totem­po­ral demen­tia. Jour­nal of Neu­rol­o­gy, Neu­ro­surgery & Psy­chi­a­try, 86(6), 700–701. doi:10.1136/jnnp-2014–308387.
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Horstmann, A., Diet­rich, A., Math­ar, D., Poes­sel, M., Vill­ringer, A., & Neu­mann, J. (2015). Slave to habit? Obe­si­ty is asso­ci­at­ed with decreased behav­iour­al sen­si­tiv­i­ty to reward deval­u­a­tion. Appetite, 87, 175–183. doi:10.1016/j.appet.2014.12.212.
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Grell­mann, C., Bitzer, S., Neu­mann, J., West­lye, L., Andreassen, O., Vill­ringer, A., & Horstmann, A. (2015). Com­par­i­son of vari­ants of canon­i­cal cor­re­la­tion analy­sis and par­tial least squares for com­bined analy­sis of MRI and genet­ic data. Neu­roIm­age, 107, 289–310. doi:10.1016/j.neuroimage.2014.12.025.
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Wilbertz, T., Deser­no, L., Horstmann, A., Neu­mann, J., Vill­ringer, A., Heinze, H.-J., Boehler, C. N., & Schla­gen­hauf, F. (2014). Response inhi­bi­tion and its rela­tion to mul­ti­di­men­sion­al impul­siv­i­ty. Neu­roIm­age, 103, 241–248. doi:10.1016/j.neuroimage.2014.09.021.
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Gar­cia-Gar­cia, I., Horstmann, A., Jura­do, M. A., Garol­era, M., Chaudhry, S. J., Mar­gulies, D. S., Vill­ringer, A., & Neu­mann, J. (2014). Reward pro­cess­ing in obe­si­ty, sub­stance and non-sub­stance addic­tions. Obe­si­ty Reviews, 15(11), 853–869. doi:10.1111/obr.12221.
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de Hol­lan­der, G., Keuken, M., Bazin, P.-L., Weiss, M., Neu­mann, J., Reimann, K., Wäh­n­ert, M., Turn­er, R., Forstmann, B. U., & Schäfer, A. (2014). A grad­ual increase of iron toward the medi­al-infe­ri­or tip of the sub­thal­a­m­ic nucle­us. Human Brain Map­ping, 35(9), 4440–4449. doi:10.1002/hbm.22485.
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Schroeter, M. L., Laird, A. R., Chwiesko, C., Deuschl, C., Schnei­der, E., Bzdok, D., Eick­hoff, S. B., & Neu­mann, J. (2014). Con­cep­tu­al­iz­ing neu­ropsy­chi­atric dis­eases with mul­ti­modal data-dri­ven meta-analy­ses: The case of behav­ioral vari­ant fron­totem­po­ral demen­tia. Cor­tex, 57, 22–37. doi:10.1016/j.cortex.2014.02.022.
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Keuken, M. C., Müller-Axt, C., Langn­er, R., Eick­hoff, S. B., Forstmann, B. U., & Neu­mann, J. (2014). Brain net­works of per­cep­tu­al deci­sion-mak­ing: An fMRI ALE meta-analy­sis. Fron­tiers in Human Neu­ro­science, 8: 445. doi:10.3389/fnhum.2014.00445.
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Thiel, S. D., Bitzer, S., Nier­haus, T., Kalber­lah, C., Preuss­er, S., Neu­mann, J., Nikulin, V. V., van der Meer, E., Vill­ringer, A., & Pleger, B. (2014). Hys­tere­sis as an implic­it pri­or in tac­tile spa­tial deci­sion mak­ing. PLoS One, 9(2): e89802. doi:10.1371/journal.pone.0089802.
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Lohmann, G., Stelz­er, J., Neu­mann, J., Ay, N., & Turn­er, R. (2013). ‘‘More Is Dif­fer­ent’’ in func­tion­al mag­net­ic res­o­nance imag­ing: A review of recent data analy­sis tech­niques. Brain Con­nec­tiv­i­ty, 3(3), 223–239. doi:10.1089/brain.2012.0133.
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Sach­er, J., Neu­mann, J., Okon-Singer, H., Gotowiek, S., & Vill­ringer, A. (2013). Sex­u­al dimor­phism in the human brain: Evi­dence from neu­roimag­ing. Mag­net­ic Res­o­nance Imag­ing, 31(3), 366–375. doi:10.1016/j.mri.2012.06.007.
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Keuken, M., Bazin, P.-L., Schäfer, A., Neu­mann, J., Turn­er, R., & Forstmann, B. U. (2013). Ultra-high 7T MRI of struc­tur­al age-relat­ed changes of the sub­thal­a­m­ic nucle­us. The Jour­nal of Neu­ro­science, 33(11), 4896–4900. doi:10.1523/JNEUROSCI.3241–12.2013.
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Ste­in­groev­er, H., Wet­zels, R., Horstmann, A., Neu­mann, J., & Wagen­mak­ers, E.-J. (2013). Per­for­mance of healthy par­tic­i­pants on the Iowa Gam­bling Task. Psy­cho­log­i­cal Assess­ment, 25(1), 180–193. doi:10.1037/a0029929.
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Schäfer, A., Forstmann, B. U., Neu­mann, J., Whar­ton, S., Mietke, A., Bowtell, R., & Turn­er, R. (2012). Direct visu­al­iza­tion of the sub­thal­a­m­ic nucle­us and its iron dis­tri­b­u­tion using high-res­o­lu­tion sus­cep­ti­bil­i­ty map­ping. Human Brain Map­ping, 33(12), 2831–2842. doi:10.1002/hbm.21404.
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Sach­er, J., Neu­mann, J., Fün­f­stück, T., Soli­man, A., Vill­ringer, A., & Schroeter, M. (2012). Map­ping the depressed brain: A meta-analy­sis of struc­tur­al and func­tion­al alter­ations in major depres­sive dis­or­der. Jour­nal of Affec­tive Dis­or­ders, 140(2), 142–148. doi:10.1016/j.jad.2011.08.001.
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Horstmann, A., Vill­ringer, A., & Neu­mann, J. (2012). Iowa Gam­bling Task: There is more to con­sid­er than long-term out­come; Using a lin­ear equa­tion mod­el to dis­en­tan­gle the impact of out­come and fre­quen­cy of gains and loss­es. Fron­tiers in Neu­ro­science, 6: 61. doi:10.3389/fnins.2012.00061.
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Huang, W., Pach, D., Napad­ow, V., Park, K., Long, X., Neu­mann, J., Mae­da, Y., Nier­haus, T., Liang, F., & Witt, C. M. (2012). Char­ac­ter­iz­ing acupunc­ture stim­uli using brain imag­ing with fMRI: A sys­tem­at­ic review and meta-analy­sis of the lit­er­a­ture. PLoS One, 7(4): e32960. doi:10.1371/journal.pone.0032960.
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Forstmann, B. U., Keuken, M. C., Jah­fari, S., Bazin, P.-L., Neu­mann, J., Schäfer, A., Anwan­der, A., & Turn­er, R. (2012). Cor­ti­co-sub­thal­a­m­ic white mat­ter tract strength pre­dict interindi­vid­ual effi­ca­cy in stop­ping a motor response. Neu­roIm­age, 60(1), 370–375. doi:10.1016/j.neuroimage.2011.12.044.
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Schroeter, M. L., & Neu­mann, J. (2011). Com­bined imag­ing mark­ers dis­so­ci­ate Alzheimer’s dis­ease and fron­totem­po­ral lobar degen­er­a­tion: An ALE meta-analy­sis. Fron­tiers in Aging Neu­ro­science, 3: 10. doi:10.3389/fnagi.2011.00010.
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Ott, D. V. M., Ullsperg­er, M., Jocham, G., Neu­mann, J., & Klein, T. A. (2011). Con­ti­nous theta-burst stim­u­la­tion (cTBS) over the lat­er­al pre­frontal cor­tex alters rein­force­ment learn­ing bias. Neu­roIm­age, 57(2), 617–623. doi:10.1016/j.neuroimage.2011.04.038.
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Neu­mann, J., Turn­er, R., Fox, P. T., & Lohmann, G. (2011). Explor­ing func­tion­al rela­tions between brain regions from fMRI meta-analy­sis data: Com­ments on Ram­sey, Spirtes, and Gly­mour. Neu­roIm­age, 57(2), 331–333. doi:10.1016/j.neuroimage.2010.11.012.
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Horstmann, A., Busse, F. P., Math­ar, D., Mueller, K., Lep­sien, J., Schlögl, H., Kabisch, S., Kratzsch, J., Neu­mann, J., Stumvoll, M., Vill­ringer, A., & Pleger, B. (2011). Obe­si­ty-relat­ed dif­fer­ences between women and men in brain struc­ture and goal-direct­ed behav­ior. Fron­tiers in Human Neu­ro­science, 5: 58. doi:10.3389/fnhum.2011.00058.
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Forstmann, B. U., Anwan­der, A., Schäfer, A., Neu­mann, J., Brown, S., Wagen­mak­ers, E.-J., Bogacz, R., & Turn­er, R. (2010). Cor­ti­co-stri­atal con­nec­tions pre­dict con­trol over speed and accu­ra­cy in per­cep­tu­al deci­sion mak­ing. Pro­ceed­ings of the Nation­al Acad­e­my of Sci­ences of the Unit­ed States of Amer­i­ca, 107(36), 15916–15920. doi:10.1073/pnas.1004932107.
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Forstmann, B. U., Brown, S., Dutilh, G., Neu­mann, J., & Wagen­mak­ers, E.-J. (2010). The neur­al sub­strate of pri­or infor­ma­tion in per­cep­tu­al deci­sion mak­ing: A mod­el-based analy­sis. Fron­tiers in Human Neu­ro­science, 4: 40. doi:10.3389/fnhum.2010.00040.
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Neu­mann, J., Fox, P., Turn­er, R., & Lohmann, G. (2010). Learn­ing par­tial­ly direct­ed func­tion­al net­works from meta-analy­sis imag­ing data. Neu­roIm­age, 49(2), 1372–1384. doi:10.1016/j.neuroimage.2009.09.056.
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Schroeter, M. L., Stein, T., Maslows­ki, N., & Neu­mann, J. (2009). Neur­al cor­re­lates of Alzheimer’s dis­ease and mild cog­ni­tive impair­ment: A sys­tem­at­ic and quan­ti­ta­tive meta-analy­sis involv­ing 1,351 patients. Neu­roIm­age, 47(4), 1196–1206. doi:10.1016/j.neuroimage.2009.05.037.
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Jocham, G., Neu­mann, J., Klein, T. A., Danielmeier, C., & Ullsperg­er, M. (2009). Adap­tive cod­ing of action val­ues in the human ros­tral cin­gu­late zone. The Jour­nal of Neu­ro­science: the Offi­cial Jour­nal of the Soci­ety for Neu­ro­science, 29(23), 7489–7496. doi:10.1523/JNEUROSCI.0349–09.2009.
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Jocham, G., Klein, T. A., Neu­mann, J., von Cra­mon, D. Y., Reuter, M., & Ullsperg­er, M. (2009). Dopamine DRD2 poly­mor­phism alters rever­sal learn­ing and asso­ci­at­ed neur­al activ­i­ty. The Jour­nal of Neu­ro­science, 29(12), 3695–3704. doi:10.1523/JNEUROSCI.5195–08.2009.
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Forstmann, B. U., Dutilh, G., Brown, S., Neu­mann, J., von Cra­mon, D. Y., Rid­derinkhof, K. R., & Wagen­mak­ers, E.-J. (2008). Stria­tum and pre-SMA facil­i­tate deci­sion-mak­ing under time pres­sure. Pro­ceed­ings of the Nation­al Acad­e­my of Sci­ences of the Unit­ed States of Amer­i­ca, 105(45), 17538–17542. doi:10.1073/pnas.0805903105.
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Fer­stl, E. C., Neu­mann, J., Bogler, C., & von Cra­mon, D. Y. (2008). The extend­ed lan­guage net­work: A meta-analy­sis of neu­roimag­ing stud­ies on text com­pre­hen­sion. Human Brain Map­ping, 29(5), 581–593. doi:10.1002/hbm.20422.
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Neu­mann, J., von Cra­mon, D. Y., & Lohmann, G. (2008). Mod­el-based clus­ter­ing of meta-ana­lyt­ic func­tion­al imag­ing data. Human Brain Map­ping, 29(2), 177–192. doi:10.1002/hbm.20380.
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Schroeter, M. L., Racz­ka, K., Neu­mann, J., & von Cra­mon, D. Y. (2008). Neur­al net­works in fron­totem­po­ral demen­tia – A meta-analy­sis. Neu­ro­bi­ol­o­gy of Aging, 29(3), 418–426. doi:10.1016/j.neurobiolaging.2006.10.023.
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Brauer, J., Neu­mann, J., & Friederi­ci, A. D. (2008). Tem­po­ral dynam­ics of peri­syl­vian acti­va­tion dur­ing lan­guage pro­cess­ing in chil­dren and adults. Neu­roIm­age, 41(4), 1484–1492. doi:10.1016/j.neuroimage.2008.03.027.
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Forstmann, B. U., Wolfen­steller, U., Der­rfuss, J., Neu­mann, J., Brass, M., Rid­derinkhof, K. R., & von Cra­mon, D. Y. (2008). When the choice is ours: Con­text and agency mod­u­late the neur­al bases of deci­sion-mak­ing. PLoS ONE, 3(4): e1899. doi:10.1371/journal.pone.0001899.
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Zys­set, S., Schroeter, M. L., Neu­mann, J., & von Cra­mon, D. Y. (2007). Stroop inter­fer­ence, hemo­dy­nam­ic response and aging: An event-relat­ed fMRI study. Neu­ro­bi­ol­o­gy of Aging, 28(6), 937–946. doi:10.1016/j.neurobiolaging.2006.05.008.
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Klein, T. A., Endrass, T., Kath­mann, N., Neu­mann, J., von Cra­mon, D. Y., & Ullsperg­er, M. (2007). Neur­al cor­re­lates of error aware­ness. Neu­roIm­age, 34(4), 1774–1781. doi:10.1016/j.neuroimage.2006.11.014.
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Schroeter, M. L., Racz­ka, K., Neu­mann, J., & von Cra­mon, D. Y. (2007). Towards a nosol­o­gy for fron­totem­po­ral lobar degen­er­a­tions – A meta-analy­sis involv­ing 267 sub­jects. Neu­roIm­age, 36(3), 497–510. doi:10.1016/j.neuroimage.2007.03.024.
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Klein, T. A., Neu­mann, J., Reuter, M., Hen­nig, J., von Cra­mon, D. Y., & Ullsperg­er, M. (2007). Genet­i­cal­ly deter­mined dif­fer­ences in learn­ing from errors. Sci­ence, 318, 1642–1645. doi:10.1126/science.1145044.
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Müller, K., Neu­mann, J., Grigutsch, M., von Cra­mon, D. Y., & Lohmann, G. (2007). Detect­ing groups of coher­ent vox­els in func­tion­al MRI data using spec­tral analy­sis and repli­ca­tor dynam­ics. Jour­nal of Mag­net­ic Res­o­nance Imag­ing, 26(6), 1642–1650. doi:10.1002/jmri.21169.
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Neu­mann, J., von Cra­mon, D. Y., Forstmann, B. U., Zys­set, S., & Lohmann, G. (2006). The par­cel­la­tion of cor­ti­cal areas using repli­ca­tor dynam­ics in fMRI. Neu­roIm­age, 32(1), 208–219. doi:10.1016/j.neuroimage.2006.02.039.
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Zys­set, S., Wendt, C. S., Volz, K. G., Neu­mann, J., Huber, O., & von Cra­mon, D. Y. (2006). The neur­al imple­men­ta­tion of mul­ti-attribute deci­sion mak­ing: A para­met­ric fMRI study with human sub­jects. Neu­roIm­age, 31(3), 1380–1388. doi:10.1016/j.neuroimage.2006.01.017.
[Item] [File 1]

Menz, M. M., Neu­mann, J., Müller, K., & Zys­set, S. (2006). Vari­abil­i­ty of the BOLD response over time: An exam­i­na­tion of with­in-ses­sion dif­fer­ences. Neu­roIm­age, 32(3), 1185–1194. doi:10.1016/j.neuroimage.2006.06.003.
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Müller, K., Neu­mann, J., Lohmann, G., Mild­ner, T., & von Cra­mon, D. Y. (2005). The cor­re­la­tion between blood oxy­gena­tion lev­el-depen­dent sig­nal strength and laten­cy. Jour­nal of Mag­net­ic Res­o­nance Imag­ing, 21(4), 489–494. doi:10.1002/jmri.20271.
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Der­rfuss, J., Brass, M., Neu­mann, J., & von Cra­mon, D. Y. (2005). Involve­ment of the infe­ri­or frontal junc­tion in cog­ni­tive con­trol: meta-analy­ses of switch­ing and Stroop stud­ies. Human Brain Map­ping, 25(1), 22–34. doi:10.1002/hbm.20127.
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Neu­mann, J., Lohmann, G., Der­rfuss, J., & von Cra­mon, D. Y. (2005). Meta-analy­sis of func­tion­al imag­ing data using repli­ca­tor dynam­ics. Human Brain Map­ping, 25(1), 165–173. doi:10.1002/hbm.20133.
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Lohmann, G., & Neu­mann, J. (2005). fMRI data analy­sis using Bayesian ran­dom effects mod­els. Neu­roIm­age, 26(Sup­ple­ment 1), 590MPM.
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Müller, K., Lohmann, G., Neu­mann, J., Grigutsch, M., Mild­ner, T., & von Cra­mon, D. Y. (2004). Inves­ti­gat­ing the wavelet coher­ence phase of the BOLD sig­nal. Jour­nal of Mag­net­ic Res­o­nance Imag­ing, 20(1), 145–152. doi:10.1002/jmri.20064.
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Neu­mann, J., Lohmann, G., Zys­set, S., & von Cra­mon, D. Y. (2003). With­in-sub­ject vari­abil­i­ty of BOLD response dynam­ics. Neu­roIm­age, 19(3), 784–796. doi:10.1016/S1053-8119(03)00177–0.
[Item] [File 1]

Neu­mann, J., & Lohmann, G. (2003). Bayesian sec­ond-lev­el analy­sis of func­tion­al mag­net­ic res­o­nance images. Neu­roIm­age, 20(2), 1346–1355. doi:10.1016/S1053-8119(03)00443–9.
[Item] [File 1]

Neu­mann, J. (2002). Learn­ing the sys­tem­at­ic trans­for­ma­tion of holo­graph­ic reduced rep­re­sen­ta­tions. COGNITIVE SYSTEMS RESEARCH, 3(2), 227–235. doi:10.1016/S1389-0417(01)00059–6.
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