Auryn simulator

Simulator for spiking neural networks with synaptic plasticity

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manual:start [2016/08/15 04:55] – Adds section zenkemanual:start [2016/09/05 23:33] – [Monitoring and Readout] adds link to extensions page zenke
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 Auryn was specifically designed to study synaptic plasticity. To see plasticity in action you can monitor single synaptic weights or groups of them using a [[WeightMonitor]] object. If you are only interested in let's say the mean weight change in one of the plastic [[Connection]] objects your defined (i.e. the mean weight between two neuronal populations in your simulation), you can use [[WeightStatsMonitor]]. You will find other Monitor classes in the Auryn ''src'' directory (see also the [[http://www.fzenke.net/auryn/doxygen/current/annotated.html|Class index]]; Monitor classes should be suffixes with ''Monitor'') or you can write your own for your specific needs.  Auryn was specifically designed to study synaptic plasticity. To see plasticity in action you can monitor single synaptic weights or groups of them using a [[WeightMonitor]] object. If you are only interested in let's say the mean weight change in one of the plastic [[Connection]] objects your defined (i.e. the mean weight between two neuronal populations in your simulation), you can use [[WeightStatsMonitor]]. You will find other Monitor classes in the Auryn ''src'' directory (see also the [[http://www.fzenke.net/auryn/doxygen/current/annotated.html|Class index]]; Monitor classes should be suffixes with ''Monitor'') or you can write your own for your specific needs. 
  
-In most cases Auryn [[Monitor]] objects will record data to files on disk on perform a minimum of online analysis. This can be cumbersome if you would for instance like to monitor the activity in your network and stop a simulation if the activity explodes or the network falls quiescent. To tackle this problem, Auryn has a specific class which allows minimalistic online monitoring. They are called [[Checker|Checkers]].+In most cases Auryn [[Monitor]] instances will individually record data to separate files on disk and perform a minimum of on-line analysis (here are some [[extensions|default extensions]] I am using for these output files). This can be cumbersome if you would for instance like to monitor the activity in your network and stop a simulation if the activity explodes or the network falls quiescent. To tackle this problem, Auryn has a specific class which allows minimalistic online monitoring. They are called [[Checker|Checkers]].
  
 ==== What's a Checker? ==== ==== What's a Checker? ====
manual/start.txt · Last modified: 2018/02/07 08:58 by zenke