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The INCM was holding a workshop on the V1 hypercolumn model on the 22nd and 23rd of October 2007. The purpose of the workshop was to promote the coordination of modeling efforts within the consortium and in particular to organize collaboration in WP9T2 and associated work-packages. It is labeled as deliverable M9-3: "Workshop for definition of a detailed version of the V1 hyper-column model" for WP9-2 (workpackage 9 task 2), but is also linked by its subject to WP5. In contrast to the previous meeting, we started with brief presentations of the results from each group to expose the different efficient aspects of each model. This allowed us in the second half of the workshop to converge to some main issues and prioritize the neural features that are the most important for the efficiency of V1. As for the format, we proposed that PhD students and post-docs should have the opportunity to present this work to give them experience and reduce the burden on busy chiefs. We felt it was important to involve as many in this workshop as possible as we approach a crucial stage in integrating the different models.