LSTMs

Modelling Behaviour

Using neural networks to simulate human performance and interpret the model's trained weights

Elucidating Cognitive Processes Using LSTMs

Despite several decades of functional neuroimaging research the relationship between brain networks and cognition remains elusive. This is because the taxonomy of cognitive processes was developed largely blind to the functional organization of the …

Application of Artificial Neural Networks for modelling cognitive dimensions

The relationship between the brain and cognition remains unclear, despite several decades of functional neuroimaging research. One limitation is that the cognitive processes we attempt to match to brain activity are taken from psychological …