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A time-delay neural network architecture for isolated word recognition

Dec 06, 2021 About 33 mins

目標提出 Time-delay Neural Network，在 IBM BDEV 語音辨識資料集上達到最好表現，並且不需要多餘的前處理作者 Kevin J.Lang, Alex H.Waibel, Geoffrey E.Hi... Read More

#RNN #gradient descent #model architecture #neural network #note-is-under-construction
Local Feedback Multilayered Networks

Nov 30, 2021 About 1 hour 2 mins

目標分析 Local Feedback Multilayered Networks，證明該模型擁有遺忘行為，並認為遺忘行為是好現象作者 Paolo Frasconi, Marco Gori, Giovanni Soda ... Read More

#RNN #BPTT #gradient descent #model architecture #neural network #note-is-under-construction
Long Short-Term Memory

Nov 14, 2021 About 3 hours 30 mins

目標提出 RNN 使用 BPTT 進行最佳化時遇到的問題，並提出 LSTM 架構進行修正作者 Sepp Hochreiter, Jürgen Schmidhuber 期刊/會議名稱 Ne... Read More

#BPTT #LSTM #RTRL #gradient descent #gradient explosion #gradient vanishing #model architecture #neural network

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