Essays about: "Exploding Values"

Found 2 essays containing the words Exploding Values.

  1. 1. Temporal Localization of Representations in Recurrent Neural Networks

    University essay from Högskolan Dalarna/Institutionen för information och teknik

    Author : Asadullah Najam; [2023]
    Keywords : Recurrent Neural Networks RNNs ; Deep Learning; Time Series Prediction; Exploding Values; Gradient Decay; Long Short-Term Memory LSTMs ; Gated Recurrent Units GRUs ; Attention Mechanism; Moving Representations; Localizing Representations;

    Abstract : Recurrent Neural Networks (RNNs) are pivotal in deep learning for time series prediction, but they suffer from 'exploding values' and 'gradient decay,' particularly when learning temporally distant interactions. Long Short-Term Memory (LSTM) and Gated Recurrent Units (GRU) have addressed these issues to an extent, but the precise mitigating mechanisms remain unclear. READ MORE

  3. 2. The Use Values of Smartphone Apps -A Qualitative Study

    University essay from Göteborgs universitet/Graduate School

    Author : Emelie Andersson; Frida Frost; [2013-07-10]
    Keywords : Smartphone applications; Consumer perceived value; Value-in-use; Consumer behaviour;

    Abstract : Smartphone applications are exploding in popularity, and people today assume there should be an app for everything. However, despite the vast amount of applications available, the average Swede only uses twelve during a regular month. For marketers, this makes it essential to know why some applications are used before others. READ MORE