عنوان مقاله فارسی: پارامتر به عنوان سوئیچ بین حالت های پویا شبکه در رمزگشایی جمعیت

عنوان مقاله لاتین: Parameter as a Switch Between Dynamical States of a Network in Population Decoding

نویسندگان: Jiali Yu; Hua Mao; Zhang Yi

تعداد صفحات: 5

سال انتشار: 2017

زبان: لاتین

Abstract:

Population coding is a method to represent stimuli using the collective activities of a number of neurons. Nevertheless, it is difficult to extract information from these population codes with the noise inherent in neuronal responses. Moreover, it is a challenge to identify the right parameter of the decoding model, which plays a key role for convergence. To address the problem, a population decoding model is proposed for parameter selection. Our method successfully identified the key conditions for a nonzero continuous attractor. Both the theoretical analysis and the application studies demonstrate the correctness and effectiveness of this strategy.