Publications (4)
Benchmarking the performance of a low-cost Magnetic Resonance Control System at multiple sites in the open MaRCoS community
T. Guallart-Naval, T. O'Reilly, J. M. AlgarÃn +9
Purpose: To describe the current properties and capabilities of an open-source hardware and software package that is being developed by many sites internationally with the aim of p…
Sparse Bayesian Inference of Multivariable ARX Networks
J. Jin, Y. Yuan, A. Webb +1
Increasing attention has recently been given to the inference of sparse networks. In biology, for example, most molecules only bind to a small number of other molecules, leading to…
A fully open-source framework for streaming and cloud-processing of low-field MRI data
T. Guallart-Naval, J. Stairs, J. M. AlgarÃn +14
Purpose: To present a fully open-source framework for quasi-real-time streaming and cloud-based processing of low-field (LF) MRI data, addressing the growing computational demands…
On Identification of Sparse Multivariable ARX Model: A Sparse Bayesian Learning Approach
J. Jin, Y. Yuan, W. Pan +4
This paper begins with considering the identification of sparse linear time-invariant networks described by multivariable ARX models. Such models possess relatively simple structur…