Buesing 2011 | Buesing, L., Bill, J., Nessler, B. and Maass, W. | Neural Dynamics as Sampling: A Model for Stochastic Computation in Recurrent Networks of Spiking Neurons | PLoS Comput Biol (2011) 7(11): e1002211 doi:10.1371/journal.pcbi.1002211 |
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Habenschuss et al. 2013 | Habenschuss, S., Puhr, H. and Maass, W. | Emergence of Optimal Decoding of Population Codes Through STDP | Neural Computation (2013) 25(6): 1371-1407 doi:10.1162/NECO_a_00446 |
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Kappel et al 2014 | Kappel, D., Nessler, B. and Maass, W. | STDP installs in winner-take-all circuits an online approximation to hidden Markov model learning | PLOS Computational Biology (2014) 10(3):e1003511 doi:10.1371/journal.pcbi.1003511 |
abstract, fulltext |
Nessler et al. 2013 | Nessler, B., Pfeiffer, M., Buesing, L. and Maass, W. | Bayesian computation emerges in generic cortical microcircuits through spike-timing-dependent plasticity | PLOS Computational Biology (2013) 9(4):e1003037 doi:10.1371/journal.pcbi.1003037 |
abstract, fulltext, BibTeX |
Pecevski et al. 2011 | Pecevski, D., Buesing, L. and Maass, W. | Probabilistic Inference in General Graphical Models through Sampling in Stochastic Networks of Spiking Neurons | PLoS Comput Biol (2011) 7(12): e1002294 doi:10.1371/journal.pcbi.1002294 |
fulltext |