softmax
5 episodes mention this concept
lexfridmanSep 27, 2016Deep Learning for Natural Language Processing: Foundations, Word Vectors, and Recurrent Neural Networks
TechnologyNatural Language Processing (NLP)Deep LearningArtificial Intelligence (AI)Linguistics- lexfridmanSep 27, 2016
Deep Learning for Speech Recognition: From Traditional Pipelines to End-to-End Systems with CTC
TechnologyDeep LearningSpeech RecognitionAcoustic ModelLanguage Model - lexfridmanSep 27, 2016
Foundations of Deep Learning: Feedforward Neural Networks, Backpropagation, and Training Techniques
TechnologyFeedforward Neural NetworksInput VectorHidden LayersPre-activation - lexfridmanSep 27, 2016
Sequence to Sequence Deep Learning: From Smart Reply to Attention Mechanisms
TechnologySequence to Sequence Learning (Seq2Seq)Recurrent Neural Networks (RNNs)Encoder-Decoder ArchitectureAttention Mechanism - lexfridmanSep 27, 2016
Theano: A Symbolic Expression Compiler for Deep Learning and GPU Acceleration
TechnologyTheanoSymbolic expression compilerComputation graphAutomatic differentiation
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