Krahasoni metodat

	TextCNN	CNN e zgjeruar
Fusha	Mësimi i thellë	Mësimi i thellë
Familja	Machine learning	Machine learning
Viti i origjinës	2014	2016
Krijuesi	Kim, Y.	van den Oord, A. et al.; Bai, S., Kolter, J.Z. & Koltun, V.
Lloji	Convolutional neural network (deep learning)	Deep learning (dilated 1D convolutional network)
Burimi themelues	Kim, Y. (2014). Convolutional Neural Networks for Sentence Classification. EMNLP.	van den Oord, A. et al. (2016). WaveNet: A Generative Model for Raw Audio. arXiv.
Emërtime të tjera	CNN — Metin Sınıflandırma (TextCNN), convolutional neural network for sentence classification, sentence-level CNN, TextCNN	Dilate Edilmiş CNN (WaveNet / TCN), WaveNet, Temporal Convolutional Network, TCN
Të lidhura	5	5
Përmbledhja	TextCNN is a convolutional neural network for text classification, introduced by Yoon Kim in 2014, that applies parallel convolution filters of different window sizes over word embeddings to capture local n-gram patterns. It is fast and effective for sentiment analysis and topic classification.	A Dilated CNN is a one-dimensional convolutional network whose receptive field grows exponentially with depth, letting it model long-range structure in time series and audio signals. WaveNet (van den Oord et al., 2016) and the Temporal Convolutional Network of Bai, Kolter and Koltun (2018) are the prominent members of this family.