Selective attention through phase relationship of excitatory and inhibitory input synchrony in a model cortical neuron

Neurons in area V 2 and V 4 exhibit stimulus specific tuning to single stimuli, and respond at intermediate firing rates when presented with two differentially preferred stimuli (`pair response'). Selective attention to one of the two stimuli causes the neuron's firing rate to shift from the intermediate pair response towards the response to the attended stimulus as if it were presented alone. Attention to single stimuli reduces the response threshold of the neuron and increases spike synchronization at gamma frequencies. The intrinsic and network mechanisms underlying these phenomena were investigated in a multi-compartmental biophysical model of a reconstructed cat V 4 neuron. Differential stimulus preference was generated through a greater ratio of excitatory to inhibitory synapses projecting from one of two input V 2 populations. Feedforward inhibition and synaptic depression dynamics were critical to generating the intermediate pair response. Neuronal gain effects were ...

• Type: Journal
• Year: 2006
• Where: NN
• Authors: Jyoti Mishra, Jean-Marc Fellous, Terrence J. Sejnowski
• Keywords: Intermediate Pair Response, Neural Networks, Neuron, NN 2006, Pair Response