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A deep learning framework for neuroscience.

Journal article

Richards BA. et al, (2019), Nat Neurosci, 22, 1761 - 1770

Predicting the effects of deep brain stimulation using a reduced coupled oscillator model.

Journal article

Weerasinghe G. et al, (2019), PLoS Comput Biol, 15

Learning the payoffs and costs of actions.

Journal article

Möller M. and Bogacz R., (2019), PLoS Comput Biol, 15

Predicting beta bursts from local field potentials to improve closed-loop DBS paradigms in Parkinson's patients.

Conference paper

Moraud EM. et al, (2018), Conf Proc IEEE Eng Med Biol Soc, 2018, 3766 - 3796

Time-varying decision boundaries: insights from optimality analysis.

Journal article

Malhotra G. et al, (2018), Psychon Bull Rev, 25, 971 - 996

Dendritic Integration of Sensory Evidence in Perceptual Decision-Making.

Journal article

Groschner LN. et al, (2018), Cell, 173, 894 - 905.e13

Overcoming indecision by changing the decision boundary.

Journal article

Malhotra G. et al, (2017), J Exp Psychol Gen, 146, 776 - 805

An Approximation of the Error Backpropagation Algorithm in a Predictive Coding Network with Local Hebbian Synaptic Plasticity.

Journal article

Whittington JCR. and Bogacz R., (2017), Neural Comput, 29, 1229 - 1262

The Cognitive Role of the Globus Pallidus interna; Insights from Disease States.

Journal article

Gillies MJ. et al, (2017), Exp Brain Res, 235, 1455 - 1465

A tutorial on the free-energy framework for modelling perception and learning.

Journal article

Bogacz R., (2017), J Math Psychol, 76, 198 - 211

Learning Reward Uncertainty in the Basal Ganglia.

Journal article

Mikhael JG. and Bogacz R., (2016), PLoS Comput Biol, 12

Neuroscience: Impaired Decision-Making in Parkinson's Disease.

Journal article

Herz DM. et al, (2016), Curr Biol, 26, R671 - R673

Properties of Neurons in External Globus Pallidus Can Support Optimal Action Selection.

Journal article

Bogacz R. et al, (2016), PLoS Comput Biol, 12

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