A log-domain implementation of the Mihalas-Niebur neuron model

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Abstract

We present an electronic neuron that uses first-order log-domain low-pass filters to implement the Mihalas-Niebur model. The neuron consists of a leaky-integrate-and-fire core and building blocks to implement an adaptive threshold and spike induced currents. Simulation results show that this modular neuron can emulate different spiking behaviours observed in biological neurons. ©2010 IEEE.

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Van Schaik, A., Jin, C., McEwan, A., Hamilton, T. J., Mihalas, S., & Niebur, E. (2010). A log-domain implementation of the Mihalas-Niebur neuron model. In ISCAS 2010 - 2010 IEEE International Symposium on Circuits and Systems: Nano-Bio Circuit Fabrics and Systems (pp. 4249–4252). https://doi.org/10.1109/ISCAS.2010.5537563

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