Interpreting Neural Morphology

نویسندگان
چکیده

برای دانلود باید عضویت طلایی داشته باشید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Interpreting Neural-Network Models

Artiicial Neural Network seem very promising for regression and classiication, especially for large covariate spaces. These methods represent a non-linear function as a composition of low dimensional ridge functions and therefore appear to be less sensitive to the dimensionality of the covariate space. It is possible to show that some of these methods extend the well known logistic regression m...

متن کامل

Interpreting Neural Network Loyalty Models

This paper has four threads which tie together the business of delivering the findings of loyalty studies to commercial clients. The threads emerged from a loyalty survey for which traditional analysis yielded no significant findings. The model problem arose from a lack of agreement between common assumptions made in traditional analysis (eg, linear, quasi-linear), and the semantics of the beha...

متن کامل

Interpreting Neural Networks to Improve Politeness Comprehension

We present an interpretable neural network approach to predicting and understanding politeness in natural language requests. Our models are based on simple convolutional neural networks directly on raw text, avoiding any manual identification of complex sentiment or syntactic features, while performing better than such feature-based models from previous work. More importantly, we use the challe...

متن کامل

Interpreting Convolutional Neural Networks Through Compression

Convolutional neural networks (CNNs) achieve state-of-the-art performance in a wide variety of tasks in computer vision. However, interpreting CNNs still remains a challenge. This is mainly due to the large number of parameters in these networks. Here, we investigate the role of compression and particularly pruning filters in the interpretation of CNNs. We exploit our recently-proposed greedy s...

متن کامل

Interpreting neural representations of aged animals.

It is becoming more clear that normal age-related cognitive decline is characterized not so much by significant cell loss in memory-related brain structures like the hippocampus, but rather by a change in the functional organization of information processing of its neural elements. Consequently, investigations of the changes in neural plastic abilities of the aged brain represent an approach th...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

ژورنال

عنوان ژورنال: Acta Scientific Neurology

سال: 2020

ISSN: 2582-1121

DOI: 10.31080/asne.2020.03.0158