enow.com Web Search

Search results

  1. Results from the WOW.Com Content Network
  2. Long short-term memory - Wikipedia

    en.wikipedia.org/wiki/Long_short-term_memory

    The Long Short-Term Memory (LSTM) cell can process data sequentially and keep its hidden state through time. Long short-term memory (LSTM) [1] is a type of recurrent neural network (RNN) aimed at mitigating the vanishing gradient problem [2] commonly encountered by traditional RNNs.

  3. Gated recurrent unit - Wikipedia

    en.wikipedia.org/wiki/Gated_recurrent_unit

    Gated recurrent units (GRUs) are a gating mechanism in recurrent neural networks, introduced in 2014 by Kyunghyun Cho et al. [1] The GRU is like a long short-term memory (LSTM) with a gating mechanism to input or forget certain features, [2] but lacks a context vector or output gate, resulting in fewer parameters than LSTM. [3]

  4. Residual neural network - Wikipedia

    en.wikipedia.org/wiki/Residual_neural_network

    He and Schmidhuber later designed the LSTM architecture to solve this problem, [4] [21] which has a "cell state" that can function as a generalized residual connection. The highway network (2015) [22] [23] applied the idea of an LSTM unfolded in time to feedforward neural networks, resulting in the highway network. ResNet is equivalent to an ...

  5. Recurrent neural network - Wikipedia

    en.wikipedia.org/wiki/Recurrent_neural_network

    Recurrent neural networks (RNNs) are a class of artificial neural network commonly used for sequential data processing. Unlike feedforward neural networks, which process data in a single pass, RNNs process data across multiple time steps, making them well-adapted for modelling and processing text, speech, and time series.

  6. ELMo - Wikipedia

    en.wikipedia.org/wiki/ELMo

    The first forward LSTM would process "bank" in the context of "She went to the", which would allow it to represent the word to be a location that the subject is going towards. The first backward LSTM would process "bank" in the context of "to withdraw money", which would allow it to disambiguate the word as referring to a financial institution.

  7. Aaron Rodgers Is ‘a Very Difficult Person to Understand ...

    www.aol.com/aaron-rodgers-very-difficult-person...

    Chopra says Rodgers was immediately “really trusting” with him and Hughes, adding that throughout their year working together on the documentary, Rodgers “was very open and vulnerable.”

  8. Talk:Long short-term memory - Wikipedia

    en.wikipedia.org/wiki/Talk:Long_short-term_memory

    To answer the original question, it is a blob of "short-term" (localized) data that persists for a "long time". An LSTM has two channels to pass data: the "regular one" from the base concept of an RNN, which passes data from cell to cell, and a second channel, a kind of pass-through channel. The second channel passes these "short" memories over ...

  9. Yellow Labrador's Bewilderment Over Jack Russell's Epic ... - AOL

    www.aol.com/yellow-labradors-bewilderment-over...

    It really shows the difference between the two animals. In the video, Peppa, the miniature Jack Russell Terrier, definitely has energy for days.She was running so fast, we're surprised she didn't ...