Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely:  present a Hidden Markov Model (HMM) for inferring the hidden psychological state (or neural activity) during single trial fMRI activation experiments with blocked task paradigms. Inference is based on Bayesian methodology, using a combination of analytical and a variety of Markov Chain Monte Carlo (MCMC) sampling techniques. The advantage of this method is that detection of short time learning effects beten repeated trials is possible since inference is based only on single trial experiments.
['Pedro Højen-Sørensen', 'Lars Kai Hansen', 'Carl Edward Rasmussen']
I am writing a research paper on a idea Bayesian Modelling of fMRI lime Series
[{"from": "human", "value": "I am writing a research paper on a idea Bayesian Modelling of fMRI lime Series"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely:  present a Hidden Markov Model (HMM) for inferring the hidden psychological state (or neural activity) during single trial fMRI activation experiments with blocked task paradigms. Inference is based on Bayesian methodology, using a combination of analytical and a variety of Markov Chain Monte Carlo (MCMC) sampling techniques. The advantage of this method is that detection of short time learning effects beten repeated trials is possible since inference is based only on single trial experiments."}]