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Vasilaki E, Frémaux N, Urbanczik R, Senn W, Gerstner W (2009) Spike-based reinforcement learning in continuous state and action space: when policy gradient methods fail. PLoS Comput Biol 5:e1000586 [PubMed]

References and models cited by this paper

References and models that cite this paper

Brzosko Z, Zannone S, Schultz W, Clopath C, Paulsen O (2017) Sequential neuromodulation of Hebbian plasticity offers mechanism for effective reward-based navigation. Elife [Journal] [PubMed]
   Sequential neuromodulation of Hebbian plasticity in reward-based navigation (Brzosko et al 2017) [Model]
Esposito U, Giugliano M, van Rossum M, Vasilaki E (2014) Measuring symmetry, asymmetry and randomness in neural network connectivity. PLoS One 9:e100805 [Journal] [PubMed]
   Statistics of symmetry measure for networks of neurons (Esposito et al. 2014) [Model]
Esposito U, Giugliano M, Vasilaki E (2014) Adaptation of short-term plasticity parameters via error-driven learning may explain the correlation between activity-dependent synaptic properties, connectivity motifs and target specificity. Front Comput Neurosci 8:175 [Journal] [PubMed]
   Adaptation of Short-Term Plasticity parameters (Esposito et al. 2015) [Model]
Gehring TV, Luksys G, Sandi C, Vasilaki E (2015) Detailed classification of swimming paths in the Morris Water Maze: multiple strategies within one trial. Sci Rep 5:14562 [Journal] [PubMed]
   Detailed analysis of trajectories in the Morris water maze (Gehring et al. 2015) [Model]
Mozafari M, Kheradpisheh SR, Masquelier T, Nowzari-Dalini A, Ganjtabesh M (2018) First-Spike-Based Visual Categorization Using Reward-Modulated STDP IEEE Transactions on Neural Networks and Learning Systems :1-13 [Journal]
   First-Spike-Based Visual Categorization Using Reward-Modulated STDP (Mozafari et al. 2018) [Model]
Richmond P, Buesing L, Giugliano M, Vasilaki E (2011) Democratic population decisions result in robust policy-gradient learning: a parametric study with GPU simulations. PLoS One 6:e18539 [Journal] [PubMed]
   Democratic population decisions result in robust policy-gradient learning (Richmond et al. 2011) [Model]
Vasilaki E, Giugliano M (2014) Emergence of connectivity motifs in networks of model neurons with short- and long-term plastic synapses. PLoS One 9:e84626 [Journal] [PubMed]
   Emergence of Connectivity Motifs in Networks of Model Neurons (Vasilaki, Giugliano 2014) [Model]
Zannone S, Brzosko Z, Paulsen O, Clopath C (2018) Acetylcholine-modulated plasticity in reward-driven navigation: a computational study. Sci Rep 8:9486 [Journal] [PubMed]
   Acetylcholine-modulated plasticity in reward-driven navigation (Zannone et al 2018) [Model]
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