Ressourceneffiziente Realisierung pulscodierter neuronaler Netze

Tim KaulmannPaderborn, Univ., Diss., 200

IAF Neuron Implementation for Mixed-Signal PCNN Hardware

Kaulmann T, Lütkemeier S, Rückert U. IAF Neuron Implementation for Mixed-Signal PCNN Hardware. In: Sandoval F, ed. Proceedings of the 9th International Work-Conference on Artificial Neural Networks (IWANN). Lecture notes in computer science. Vol 4507. Berlin, Heidelberg: Springer-Verlag; 2007: 447-454.In this paper, the implementation results of an integrate and fire neuron implemented in a 130 nm process are presented. This publication covers the properties of IAF neurons from calculations on an ideal electrical circuit modeling the soma of an IAF neuron and compares the theoretical results with simulation results from an extracted layout of the implemented neuron