long short-term memory (lstm)
3 episodes mention this concept
lexfridmanOct 8, 2019The Genesis and Evolution of Keras: From Niche RNN Tool to TensorFlow's Core API
TechnologyKerasTensorFlowTheanoCaffe- lexfridmanOct 20, 2018
Yoshua Bengio on Bridging Biological and Artificial Intelligence: Challenges, Learning Paradigms, and Ethical AI
TechnologyBiological Neural NetworksArtificial Neural NetworksCredit AssignmentRecurrent Neural Networks (RNNs) - lexfridmanSep 27, 2016
Theano: A Symbolic Expression Compiler for Deep Learning and GPU Acceleration
TechnologyTheanoSymbolic expression compilerComputation graphAutomatic differentiation
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Related concepts
Concepts that appear alongside long short-term memory (lstm) across episodes.
- theano
- recurrent neural networks (rnns)
- credit assignment
- cross-entropy loss
- model training loop
- turing test
- deep learning frameworks
- unsupervised learning
- common sense knowledge
- active agents
- max pooling
- ai safety
- static configuration files (yaml)
- data parallelism
- numerical stability
- python for model definition
- disentangled mechanisms
- ai winter
- numpy syntax
- graph optimization