CORDIS Project
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This project explores how synchronized neural spikes enhance auditory perception and learning. By developing computational models of spiking neurons, it aims to understand the role of synchrony in processing sound information, with potential applications in music transcription and cochlear implant technology.
In classical connectionism, the information is conveyed by the firing rate of neurons.
Spiking neuron models offer an additional dimension to the rate: synchrony.
Synchronous spike trains are more effective than uncorrelated ones in driving the responses of target neurons.
Because neurons can encode their inputs in a sequence of precisely timed spikes, input similarity translates into synchronous spiking, which can be easily detected by afferent neurons.
The dual properties of synchronization an…
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