A new look at state-space models for neural data.
Liam PaninskiYashar AhmadianDaniel Gil FerreiraShinsuke KoyamaKamiar Rahnama RadMichael VidneJoshua T. VogelsteinWei WuPublished in: J. Comput. Neurosci. (2010)
Keyphrases
- data sets
- database
- data collection
- state space
- statistical methods
- training data
- prior knowledge
- accurate models
- historical data
- image data
- data sources
- neural network
- probability distribution
- data analysis
- small number
- original data
- raw data
- machine learning
- high quality
- synthetic data
- experimental data
- databases
- data mining tools
- predictive model
- statistical models
- data distribution
- xml documents
- sensor data
- missing data
- statistical analysis
- computer systems
- particle filter
- data processing
- input data
- data structure
- probabilistic model
- hidden markov models