The InfoPhase Method or How to Read Neurons with Neurons
- Cite this paper as:
- Mureşan R.C., Singer W., Nikolić D. (2008) The InfoPhase Method or How to Read Neurons with Neurons. In: Kůrková V., Neruda R., Koutník J. (eds) Artificial Neural Networks - ICANN 2008. ICANN 2008. Lecture Notes in Computer Science, vol 5164. Springer, Berlin, Heidelberg
We present a novel method that can be used to characterize the dynamics of a source neuronal population. A set of readout, regular spiking neurons, is connected to the population in such a way as to facilitate coding of information about the source in the relative firing phase of the readouts. We show that such a strategy is useful in revealing temporally structured processes in the firing of source neurons, which have been recorded from cat visual cortex. We also suggest extensions of the method to allow for the direct identification of temporal firing patterns in the source population.
KeywordsSpiking neurons temporal coding readouts visual cortex
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