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Items: 27

1.

Using structural MRI to identify bipolar disorders - 13 site machine learning study in 3020 individuals from the ENIGMA Bipolar Disorders Working Group.

Nunes A, Schnack HG, Ching CRK, Agartz I, Akudjedu TN, Alda M, Alnæs D, Alonso-Lana S, Bauer J, Baune BT, Bøen E, Bonnin CDM, Busatto GF, Canales-Rodríguez EJ, Cannon DM, Caseras X, Chaim-Avancini TM, Dannlowski U, Díaz-Zuluaga AM, Dietsche B, Doan NT, Duchesnay E, Elvsåshagen T, Emden D, Eyler LT, Fatjó-Vilas M, Favre P, Foley SF, Fullerton JM, Glahn DC, Goikolea JM, Grotegerd D, Hahn T, Henry C, Hibar DP, Houenou J, Howells FM, Jahanshad N, Kaufmann T, Kenney J, Kircher TTJ, Krug A, Lagerberg TV, Lenroot RK, López-Jaramillo C, Machado-Vieira R, Malt UF, McDonald C, Mitchell PB, Mwangi B, Nabulsi L, Opel N, Overs BJ, Pineda-Zapata JA, Pomarol-Clotet E, Redlich R, Roberts G, Rosa PG, Salvador R, Satterthwaite TD, Soares JC, Stein DJ, Temmingh HS, Trappenberg T, Uhlmann A, van Haren NEM, Vieta E, Westlye LT, Wolf DH, Yüksel D, Zanetti MV, Andreassen OA, Thompson PM, Hajek T; ENIGMA Bipolar Disorders Working Group.

Mol Psychiatry. 2018 Aug 31. doi: 10.1038/s41380-018-0228-9. [Epub ahead of print]

PMID:
30171211
2.

Learning what matters: A neural explanation for the sparsity bias.

Hassall CD, Connor PC, Trappenberg TP, McDonald JJ, Krigolson OE.

Int J Psychophysiol. 2018 May;127:62-72. doi: 10.1016/j.ijpsycho.2018.03.006. Epub 2018 Mar 15.

PMID:
29551656
3.

Modeling human target reaching with an adaptive observer implemented with dynamic neural fields.

Fard FS, Hollensen P, Heinke D, Trappenberg TP.

Neural Netw. 2015 Dec;72:13-30. doi: 10.1016/j.neunet.2015.10.003. Epub 2015 Oct 26.

PMID:
26559472
4.

A biological mechanism for Bayesian feature selection: Weight decay and raising the LASSO.

Connor P, Hollensen P, Krigolson O, Trappenberg T.

Neural Netw. 2015 Jul;67:121-30. doi: 10.1016/j.neunet.2015.03.005. Epub 2015 Mar 25.

PMID:
25897512
5.

Detection of event-related potentials in individual subjects using support vector machines.

Parvar H, Sculthorpe-Petley L, Satel J, Boshra R, D'Arcy RC, Trappenberg TP.

Brain Inform. 2015 Mar;2(1):1-12. Epub 2014 Nov 25.

6.

A rapid event-related potential (ERP) method for point-of-care evaluation of brain function: development of the Halifax Consciousness Scanner.

Sculthorpe-Petley L, Liu C, Hajra SG, Parvar H, Satel J, Trappenberg TP, Boshra R, D'Arcy RC.

J Neurosci Methods. 2015 Apr 30;245:64-72. doi: 10.1016/j.jneumeth.2015.02.008. Epub 2015 Feb 18.

PMID:
25701685
7.

Learning-regulated context relevant topographical map.

Hartono P, Hollensen P, Trappenberg T.

IEEE Trans Neural Netw Learn Syst. 2015 Oct;26(10):2323-35. doi: 10.1109/TNNLS.2014.2379275. Epub 2014 Dec 24.

PMID:
25546864
8.

Erratum to: An elemental model of retrospective revaluation without within-compound associations.

Connor PC, Lolordo VM, Trappenberg TP.

Learn Behav. 2014 Mar;42(1):39. doi: 10.3758/s13420-013-0132-8. No abstract available.

PMID:
24477827
9.

Calcium-dependent calcium decay explains STDP in a dynamic model of hippocampal synapses.

Standage D, Trappenberg T, Blohm G.

PLoS One. 2014 Jan 22;9(1):e86248. doi: 10.1371/journal.pone.0086248. eCollection 2014.

10.

An elemental model of retrospective revaluation without within-compound associations.

Connor PC, Lolordo VM, Trappenberg TP.

Learn Behav. 2014 Mar;42(1):22-38. doi: 10.3758/s13420-013-0112-z. Erratum in: Learn Behav. 2014 Mar;42(1):39.

PMID:
23813103
11.

Sparse coding and challenges for Bayesian models of the brain.

Trappenberg T, Hollensen P.

Behav Brain Sci. 2013 Jun;36(3):232-3. doi: 10.1017/S0140525X12002300. Epub 2013 May 10.

PMID:
23663363
12.

Spatial interactions in the superior colliculus predict saccade behavior in a neural field model.

Marino RA, Trappenberg TP, Dorris M, Munoz DP.

J Cogn Neurosci. 2012 Feb;24(2):315-36. doi: 10.1162/jocn_a_00139. Epub 2011 Sep 26.

PMID:
21942761
13.

Modeling inhibition of return as short-term depression of early sensory input to the superior colliculus.

Satel J, Wang Z, Trappenberg TP, Klein RM.

Vision Res. 2011 May 11;51(9):987-96. doi: 10.1016/j.visres.2011.02.013. Epub 2011 Feb 24.

14.

Are binary synapses superior to graded weight representations in stochastic attractor networks?

Satel J, Trappenberg T, Fine A.

Cogn Neurodyn. 2009 Sep;3(3):243-50. doi: 10.1007/s11571-009-9083-3. Epub 2009 May 8.

15.

Tracking population densities using dynamic neural fields with moderately strong inhibition.

Trappenberg T.

Cogn Neurodyn. 2008 Sep;2(3):171-7. doi: 10.1007/s11571-008-9046-0. Epub 2008 Apr 17.

16.

Modeling the integration of expectations in visual search with centre-surround neural fields.

Salmon JP, Trappenberg TP.

Neural Netw. 2008 Dec;21(10):1476-92. doi: 10.1016/j.neunet.2008.09.007. Epub 2008 Sep 30.

PMID:
18980830
17.

Selecting inputs for modeling using normalized higher order statistics and independent component analysis.

Back AD, Trappenberg TP.

IEEE Trans Neural Netw. 2001;12(3):612-7. doi: 10.1109/72.925564.

PMID:
18249894
18.

Computational consequences of experimentally derived spike-time and weight dependent plasticity rules.

Standage D, Jalil S, Trappenberg T.

Biol Cybern. 2007 Jun;96(6):615-23. Epub 2007 Apr 28.

PMID:
17468882
19.

Modelling divided visual attention with a winner-take-all network.

Standage DI, Trappenberg TP, Klein RM.

Neural Netw. 2005 Jun-Jul;18(5-6):620-7.

PMID:
16087317
20.

Self-organizing continuous attractor network models of hippocampal spatial view cells.

Stringer SM, Rolls ET, Trappenberg TP.

Neurobiol Learn Mem. 2005 Jan;83(1):79-92.

PMID:
15607692
21.

Self-organising continuous attractor networks with multiple activity packets, and the representation of space.

Stringer SM, Rolls ET, Trappenberg TP.

Neural Netw. 2004 Jan;17(1):5-27.

PMID:
14690703
22.

Self-organizing continuous attractor networks and motor function.

Stringer SM, Rolls ET, Trappenberg TP, de Araujo IE.

Neural Netw. 2003 Mar;16(2):161-82.

PMID:
12628605
23.

Self-organizing continuous attractor networks and path integration: two-dimensional models of place cells.

Stringer SM, Rolls ET, Trappenberg TP, de Araujo IE.

Network. 2002 Nov;13(4):429-46.

PMID:
12463338
24.

A unified model of spatial and episodic memory.

Rolls ET, Stringer SM, Trappenberg TP.

Proc Biol Sci. 2002 Jun 7;269(1496):1087-93.

25.

Self-organizing continuous attractor networks and path integration: one-dimensional models of head direction cells.

Stringer SM, Trappenberg TP, Rolls ET, de Araujo IE.

Network. 2002 May;13(2):217-42.

PMID:
12061421
26.

A model of saccade initiation based on the competitive integration of exogenous and endogenous signals in the superior colliculus.

Trappenberg TP, Dorris MC, Munoz DP, Klein RM.

J Cogn Neurosci. 2001 Feb 15;13(2):256-71.

PMID:
11244550
27.

Quark-hadron phase transition, QCD lattice calculations, and inhomogeneous big-bang nucleosynthesis.

Coley AA, Trappenberg T.

Phys Rev D Part Fields. 1994 Oct 15;50(8):4881-4885. No abstract available.

PMID:
10018139

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