Interactive LSTM-Based Design Support in a Sketching Tool for the Architectural Domain - Floor Plan Generation and Auto Completion based on Recurrent Neural Networks.
Johannes BayerSyed Saqib BukhariAndreas DengelPublished in: ICPRAM (2018)
Keyphrases
- recurrent neural networks
- plan generation
- design tools
- neural network
- long short term memory
- interactive learning environments
- artificial neural networks
- domain specific
- reservoir computing
- software architecture
- feed forward
- neural model
- cascade correlation
- echo state networks
- nonlinear dynamic systems
- recurrent networks
- design process
- reinforcement learning