| Jahr | 2022 |
| Autor(en) | Jakob Kaiser, Sebastian Billaudelle, Eric Müller, Christian Tetzlaff, Johannes Schemmel, Sebastian Schmitt |
| Titel | Emulating Dendritic Computing Paradigms on Analog Neuromorphic Hardware |
| KIP-Nummer | HD-KIP 22-32 |
| KIP-Gruppe(n) | F9 |
| Dokumentart | Paper |
| Keywords (angezeigt) | multi-compartmental models; accelerated technology; physical model; mixed-signal neuromorphic; AdEx neuron model |
| Quelle | Neuroscience 489 (2022) 290-300 |
| doi | 10.1016/j.neuroscience.2021.08.013 |
| Abstract (en) | BrainScaleS-2 is an accelerated and highly configurable neuromorphic system with physical models of neurons and synapses. Beyond networks of spiking point neurons, it allows for the implementation of user-defined neuron morphologies. Both passive propagation of electric signals between compartments as well as dendritic spikes and plateau potentials can be emulated. In this paper, three multi-compartment neuron morphologies are chosen to demonstrate passive propagation of postsynaptic potentials, spatio-temporal coincidence detection of synaptic inputs in a dendritic branch, and the replication of the BAC burst firing mechanism found in layer 5 pyramidal neurons of the neocortex. |
| bibtex | @article{kaiser2022emulating,
author = {Jakob Kaiser, Sebastian Billaudelle, Eric M\"uller, Christian Tetzlaff, Johannes Schemmel, Sebastian Schmitt},
title = {Emulating Dendritic Computing Paradigms on Analog Neuromorphic Hardware},
journal = {Neuroscience},
year = {2022},
volume = {489},
pages = {290--300},
doi = {10.1016/j.neuroscience.2021.08.013}
} |
