Use of Feynman diagrams in large-scale neural networks with nonlinear behaviour

A new proposal to the study of large-scale neural networks is reported. It is based on the use of similar graphs to the Feynman diagrams. A first general theory is presented and some interpretations are given. A propagator, based on the Green's function of the neuron, is the basis of the method. Application to a simple case is reported.

Nagele, a green building without a roof

The paper shows the design process of Nagele, a Dutch modernist agrarian settlement designed during the Post-Second World War period by the internationally recognized group of architects De 8 en Opbouw: Rietveld, Van Eesteren, Merkelbach, van Eyck, Bakema, Stam, Ruys, etc. It is located in the Noordoostpolder (NOP), in the Flevoland province, which was entirely reclaimed from the sea. The country planning of the Noodoostpolder reveals a high rationalization in the disposal of roads, canals, cities, agrarian land and forests, which can be an inspiration for the cities of today. The configurational elements of Nagele must be understood in terms of their relationship to the overall system of the polder. Important territorial principles in structure, form and landscape can be seen in the project of Nagele. This relationship is an additional example of the continuing transformation that the entire length and breadth of The Netherlands in subjected to. The research developed to date reveals a plan which shows the evolution of functionalistic paradigm at the CIAM postwar congresses. The particular case of Nagele points to the incorporation of human scale, green design and social co-existence. The source of these theories mainly came from Aldo van Eyck, who played an important role during the second phase of design. The research will be developed analyzing his drawings and texts and will show the way his theories appear in the project. Can Nagele be a materialization of Van Eyck¿s ideas? Nagele constitutes one of the most outstanding contributions to modern urban planning as far as both urbanism and landscape, are at the service of human well-being. Not only were urban independently designed parts, but their relationships also formed a perfect urban whole.