Bridging communication gaps between hearing and hearing-impaired individuals is an important challenge in assistive ...
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Abstract: The prevalence of zero values in zero-inflated time-series (ZI-TS) data poses significant challenges for traditional LSTM networks in learning long-term dependencies and trends. Specifically ...
Comparison of the Keras-LSTM Algorithms for Classifying Autism Spectrum Disorder Using Facial Images
Abstract: Autism Spectrum Disorder (ASD) is a neurodevel-opmental condition that affects early childhood communication abilities, leading to depression and suicidal ideation. The CDC reported that one ...
lstm_model = tf.keras.models.Sequential([ tf.keras.layers.LSTM(32, return_sequences=True, input_shape=[None, 5]), tf.keras.layers.Dense(14) ]) This code is from Aurelien Geron book, "Hands-on Machine ...
The Windows version of the Python interpreter can be run from the command line the same way it’s run in other operating systems, by typing python or python3 at the prompt. But there’s a feature unique ...
In less than two years since their introduction, vision transformers (ViT) have revolutionized the computer vision field, leveraging transformer architectures’ powerful self-attention mechanisms to ...
Frequent epileptic seizures cause damage to the human brain, resulting in memory impairment, mental decline, and so on. Therefore, it is important to detect epileptic seizures and provide medical ...
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