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Items: 9

1.

Neural scene representation and rendering.

Eslami SMA, Jimenez Rezende D, Besse F, Viola F, Morcos AS, Garnelo M, Ruderman A, Rusu AA, Danihelka I, Gregor K, Reichert DP, Buesing L, Weber T, Vinyals O, Rosenbaum D, Rabinowitz N, King H, Hillier C, Botvinick M, Wierstra D, Kavukcuoglu K, Hassabis D.

Science. 2018 Jun 15;360(6394):1204-1210. doi: 10.1126/science.aar6170.

PMID:
29903970
2.

Distributed Bayesian Computation and Self-Organized Learning in Sheets of Spiking Neurons with Local Lateral Inhibition.

Bill J, Buesing L, Habenschuss S, Nessler B, Maass W, Legenstein R.

PLoS One. 2015 Aug 18;10(8):e0134356. doi: 10.1371/journal.pone.0134356. eCollection 2015.

3.

Bayesian computation emerges in generic cortical microcircuits through spike-timing-dependent plasticity.

Nessler B, Pfeiffer M, Buesing L, Maass W.

PLoS Comput Biol. 2013 Apr;9(4):e1003037. doi: 10.1371/journal.pcbi.1003037. Epub 2013 Apr 25.

4.

Learning stable, regularised latent models of neural population dynamics.

Buesing L, Macke JH, Sahani M.

Network. 2012;23(1-2):24-47. doi: 10.3109/0954898X.2012.677095.

PMID:
22663075
5.

Probabilistic inference in general graphical models through sampling in stochastic networks of spiking neurons.

Pecevski D, Buesing L, Maass W.

PLoS Comput Biol. 2011 Dec;7(12):e1002294. doi: 10.1371/journal.pcbi.1002294. Epub 2011 Dec 15.

6.

Neural dynamics as sampling: a model for stochastic computation in recurrent networks of spiking neurons.

Buesing L, Bill J, Nessler B, Maass W.

PLoS Comput Biol. 2011 Nov;7(11):e1002211. doi: 10.1371/journal.pcbi.1002211. Epub 2011 Nov 3.

7.

Democratic population decisions result in robust policy-gradient learning: a parametric study with GPU simulations.

Richmond P, Buesing L, Giugliano M, Vasilaki E.

PLoS One. 2011 May 4;6(5):e18539. doi: 10.1371/journal.pone.0018539.

8.

A spiking neuron as information bottleneck.

Buesing L, Maass W.

Neural Comput. 2010 Aug;22(8):1961-92. doi: 10.1162/neco.2010.08-09-1084.

PMID:
20337537
9.

Spike-frequency adapting neural ensembles: beyond mean adaptation and renewal theories.

Muller E, Buesing L, Schemmel J, Meier K.

Neural Comput. 2007 Nov;19(11):2958-3010.

PMID:
17883347

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