Encoding Model for Continuous Motion-sensitive Neurons in the Intermediate and Deep Layers of the Pigeon Optic Tectum

The intermediate and deep layers of the optic tectum (OT) contain neurons that are sensitive to small continuously moving targets. The sensitivity of these neurons to continuously moving targets suggests directed energy accumulation in the dendrite field of these neurons. Considering that the activation of a single dendrite can induce somatic spikes in vitro, we suggest the mechanism underlying the sequential probability activation of soma. The simulation model of these neurons constructed in combination with the above assumptions qualitatively reproduces the response characteristics of neurons to multi-sized stimuli and continuous sensitivity stimuli observed in physiological experiments. We used the characteristics of continuous motion-sensitive neurons that prefer long-lasting motion and single dendrite activation to induce somatic spikes as the entry point to construct the neuron encoding model. This model will enhance our understanding of the information-processing mechanism of the OT area of bird neurons in perceiving weak targets, and has important theoretical and practical significance for the construction of new brain-like algorithms.