Models of Neural Systems

Martin, R., Stimberg, M., Wimmer, K. and Obermayer, K. (2010). On the Operating Point of Cortical Computation. Journal of Physics: Conference Series 233. IOP.

Wimmer, K., Stimberg, M. M. R., Schwabe, L., Marino, J. S. J., Lyon, D., Sur, M. and Obermayer, K. (2009). Dependence of Orientation Tuning on Recurrent Excitation and Inhibition in a Network Model of V1. Advances in Neural Information Processing Systems 21. MIT Press, 1769 – 1776.

Mohr, J., Puls, I., Wrase, J., Hochreiter, S., Heinz, A. and Obermayer, K. (2006). P-SVM Variable Selection for Discovering Dependencies Between Genetic and Brain Imaging Data. IJCNN 2006 Conference Proceedings, 5020 – 5027.

Grünewälder, S. and Obermayer, K. (2005). Attention Driven Memory. Proceedings of the 27th Annual Conf. of the Cognitive Science Society, 845 – 850.

Garg, A., Bhaumik, B. and Obermayer, K. (2004). The orientation tuning width of the spike response of neuron in layer V1 of primary visual cortex does not change with contrast of input signal. It is also known that cortical neurons exhibit tremendous irregularity in their discharge pattern which is con. Lecture Notes in Computer Science. Springer-Verlag, 90 – 95.

Garg, A., Bhaumik, B. and Obermayer, K. (2004). Development of a Simple Cell Preceptive Field Structure: A Model Based on Hetero-Synaptic Interactions. Lecture Notes in Computer Science. Springer-Verlag, 64 – 68.

Wenning, G. and Obermayer, K. (2002). Activity Driven Adaptive Stochastic Resonance. Advances in Neural Information Processing Systems 14. MIT Press, 301 – 308.

Piepenbrock, C. and Obermayer, K. (2001). Cortical Orientation Map Development from Natural Images: the Role of Cortical Response Amplification in V1. Neural Coding of Perceptual Systems. World Scientific Publishers, 161 – 168.

Bartsch, H., Stetter, M. and Obermayer, K. (2001). On the Influence of Threshold Variability in a Mean-Field Model of the Visual Cortex. Emergent Neural Computational Architectures Based on Neuroscience. Springer Berlin Heidelberg, 174 – 187.

Weber, C. and Obermayer, K. (2001). Emergence of Modularity within One Sheet of Neurons: a Model Comparison. Emergent Neural Computational Architectures Based on Neuroscience. Springer Berlin Heidelberg, 53 – 67.

Schwabe, L., Adorjan, P. and Obermayer, K. (2000). A Dynamic Cortical Amplifier Model for Fast information Processing. Neural Networks, 2000. IJCNN 2000, Proceedings of the IEEE-INNS-ENNS International Joint Conference on. IEEE, 431 – 435.

Adorjan, P., Schwabe, L., Piepenbrock, C. and Obermayer, K. (2000). Recurrent Cortical Competition: Strengthen or Weaken?. Advances in Neural Information Processing Systems 12. MIT Press, 89 – 95.

Weber, C. and Obermayer, K. (2000). Structured Models from Structured Data: Emergence of Modular Information Processing within One Sheet of Neurons. Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks. IEEE, 608 – 613.

Piepenbrock, C. and Obermayer, K. (1999). The Role of Lateral Cortical Competition in Ocular Dominance Development. Advances in Neural Information Processing Systems 11. MIT Press, 139 – 145.

Adorjan, P. and Obermayer, K. (1999). Contrast Adaptation in Simple Cells by Changing the Transmitter Release Probability. Advances in Neural Information Processing Systems 11. MIT Press.

Bartsch, H., Stetter, M. and Obermayer, K. (1999). On the Influence of Threshold Variability in a Model of the Visual Cortex. Artificial Neural Networks - ICANN 99. IEEE, 73 – 78.

Weber, C. and Obermayer, K. (1999). Orientation Selective Cells Emerge in a Sparsely Coding Boltzmann Machine. Artificial Neural Networks - ICANN 99. IEEE, 286 – 291.

Stetter, M., Adorjan, P., Bartsch, H. and Obermayer, K. (1998). Modelling Contrast Adaptation and Contextual Effects in Primary Visual Cortex. Proceedings of the ICONIP 98 Conference, Kitakyushu, 669 – 672.

Bauer, U., Scholz, M., Levitt, J., Lund, J. and Obermayer, K. (1998). Influence of Recurrent Excitation and Inhibition on Receptive Field Size and Contrast Sensitivity in Layer 4C of Macaque Striate Cortex. Artificial Neural Networks - ICANN 98. Springer London, 949 – 954.

Erdi, P., Kepecs, A., Lengyel, M., Obermayer, K. and Szatmary, Z. (1998). Dynamics of the hippocampus: multiple strategies. Proceedings of the ICONIP 98 Conference, Kitakyushu, 777 – 780.