مقاله QRNN: شبکه عصبی تصادفی تعمیم داده‌شده

عنوان مقاله فارسی: QRNN: شبکه عصبی تصادفی تعمیم داده‌شده عنوان مقاله لاتین: QRNN: q -Generalized Random Neural Network نویسندگان: Dusan Stosic; Darko Stosic; Cleber Zanchettin; Teresa Ludermir; Borko Stosic تعداد صفحات: 13 سال انتشار: 2017 زبان: لاتین Abstract: Artificial neural networks (ANNs) are widely used in applications with complex decision boundaries. A large number of activation functions have been proposed in the literature to achieve better representations of the observed data. However, only a few works employ Tsallis statistics, which has successfully been applied to various other fields. This paper presents a random neural network (RNN) with q-Gaussian activation functions [q-generalized RNN (QRNN)] based on Tsallis statistics. The proposed method employs an additional parameter q (called the