Ben Hamed S, Schieber MH, Pouget A (2007) Decoding M1 neurons during multiple finger movements. J Neurophysiol 98:327-33 [Journal] [PubMed]

Chang KY, Ghosh J (2001) A Unified Model for Probabilistic Principal Surfaces IEEE Transactions on Pattern Analysis and Machine Intelligence 23:22-41 [Journal]

•	Method of probabilistic principle surfaces (PPS) (Chang and Ghosh 2001) [Model]

Davison AP, Frégnac Y (2006) Learning cross-modal spatial transformations through spike timing-dependent plasticity. J Neurosci 26:5604-15 [Journal] [PubMed]

•	Learning spatial transformations through STDP (Davison, Frégnac 2006) [Model]

Deneve S (2008) Bayesian spiking neurons II: learning. Neural Comput 20:118-45 [Journal] [PubMed]

Häusser M, Mel B (2003) Dendrites: bug or feature? Curr Opin Neurobiol 13:372-83 [PubMed]

Holena M (2006) Piecewise-linear neural networks and their relationship to rule extraction from data. Neural Comput 18:2813-53 [Journal] [PubMed]

Karkkainen T, Heikkola E (2004) Robust Formulations for Training Multilayer Perceptrons Neural Comput 16:837-862

Klam F, Zemel RS, Pouget A (2008) Population coding with motion energy filters: the impact of correlations. Neural Comput 20:146-75 [Journal] [PubMed]

Liang F (2005) Evidence Evaluation for Bayesian Neural Networks Using Contour Monte Carlo Neural Comput 17:1385-1410

Miazhynskaia T, Frühwirth-Schnatter S, Dorffner G (2008) Neural network models for conditional distribution under bayesian analysis. Neural Comput 20:504-22 [Journal] [PubMed]

Murata N, Takenouchi T, Kanamori T, Eguchi S (2004) Information geometry of U-Boost and Bregman divergence. Neural Comput 16:1437-81 [Journal] [PubMed]

Olsson RK, Petersen KB, Lehn-Schioler T (2007) State-Space Models: From the EM Algorithm to a Gradient Approach Neural Comput 19:1097-1111

Park H, Murata N, Amari S (2004) Improving generalization performance of natural gradient learning using optimized regularization by NIC. Neural Comput 16:355-82 [Journal] [PubMed]

Poirazi P, Brannon T, Mel BW (2003) Arithmetic of subthreshold synaptic summation in a model CA1 pyramidal cell. Neuron 37:977-87 [PubMed]

•	CA1 pyramidal neuron: as a 2-layer NN and subthreshold synaptic summation (Poirazi et al 2003) [Model]

Pouget A, Dayan P, Zemel RS (2003) Inference and computation with population codes. Annu Rev Neurosci 26:381-410 [Journal] [PubMed]

Roelfsema PR, van Ooyen A (2005) Attention-gated reinforcement learning of internal representations for classification. Neural Comput 17:2176-214 [Journal] [PubMed]

Song Q (2005) A robust information clustering algorithm. Neural Comput 17:2672-98 [Journal] [PubMed]

Sugiyama M, Kawanabe M, Müller KR (2004) Trading variance reduction with unbiasedness: the regularized subspace information criterion for robust model selection in kernel regression. Neural Comput 16:1077-104 [Journal] [PubMed]

Sundararajan S, Shevade S, Keerthi SS (2007) Fast generalized cross-validation algorithm for sparse model learning. Neural Comput 19:283-301 [Journal] [PubMed]

Unsworth CP, Coghill G (2006) Excessive noise injection training of neural networks for markerless tracking in obscured and segmented environments. Neural Comput 18:2122-45 [Journal] [PubMed]

van Hulle MM (2005) Differential Log Likelihood for Evaluating and Learning Gaussian Mixtures Neural Comput 18:430-445

Weber C, Wermter S (2006) A self-organizing map of sigma-pi units Neurocomputing 70(13-15):2552-2560 [Journal]

•	Cortex learning models (Weber at al. 2006, Weber and Triesch, 2006, Weber and Wermter 2006/7) [Model]