Long short-term memory spiking networks and their applications. In International Conference on Neuromorphic Systems 2020 3 (Association for Computing Machinery, 2020); https://doi.org/10.1145/3407197.3407211 Maass, W., Natschläger, T. & Markram, H. Real-time computing without stable states: a ...
Recently, short online videos have been highly recognized by video market users and have developed rapidly. This study aims to explore why users enjoy watching and sharing short online videos by applying the theory of flow experience. Previous research h
On the other hand, deep neural networks such as the long short-term memory recurrent neural network, show superior capability in terms of performance and their extensive dataset-handling capability in predicting the system parameters. Therefore, this study proposes the LSTM-RNN model for approximating...
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In this paper, we propose the collapsed Gibbs Sampling algorithm for the generalized Dirichlet Multinomial Mixture model for short text clustering (GSDMM). The proposed approach has been evaluated on the Google News dataset. Our approach proved to be more efficient than the related-works and ...
Note As an email message may have multiple recipients, Step 6 through Step 8 may need to be done for each recipient address which makes use of the MAXLEN, MAXPAGES, or PAGELEN attributes described in “Directing Email to the Channel,” on page 4. Sample...
We argue that as email attacks continue to increase in sophistication, error rates and filter processing times are both likely to increase. We address the problem at its root by introducing the notion of open quarantine, an approach that avoids tradeoffs
In 2005, the emergence of video sharing sites like YouTube, Vimeo, and Tudou became a landmark of this process and gradually reshaped the production of videos. At this stage, videos on those sites were relatively short. That’s why some research introduced the term “short video” initially...
The person sits in front of the eye-tracker screen in a manner similar to navigating on a desktop computer, allowing the use of a mouse. The participant is asked to maintain a fixed posture, without moving their head, to avoid data loss. Each person is prompted to freely browse the web...
It is interesting to note, that even after more than 20 years, the simple (or vanilla) LSTM may still be the best place to start when applying the technique. The most commonly used LSTM architecture (vanilla LSTM) performs reasonably well on various datasets… ...