Robert Leech

Publication Activity (10 Years)

Years Active: 2011-2023
Publications (10 Years): 22

Top Topics

Boltzmann Machines

Experimental Design

Functional Magnetic Resonance Imaging

Top Venues

PLoS Comput. Biol.

Publications

Zalina Dezhina, Jonathan Smallwood, Ting Xu, Federico E. Turkheimer, Rosalyn J. Moran, Karl J. Friston, Robert Leech, Erik D. Fagerholm
Establishing brain states in neuroimaging data. PLoS Comput. Biol. 19 (10) (2023)
Pedro F. Da Costa, Jessica Dafflon, Sergio Leonardo Mendes, João Ricardo Sato, M. Jorge Cardoso, Robert Leech, Emily J. H. Jones, Walter Hugo Lopez Pinaya
Transformer-based normative modelling for anomaly detection of early schizophrenia. CoRR (2022)
Erik D. Fagerholm, W. Matthew C. Foulkes, Yasir Gallero-Salas, Fritjof Helmchen, Rosalyn J. Moran, Karl J. Friston, Robert Leech
Estimating anisotropy directly via neural timeseries. J. Comput. Neurosci. 50 (2) (2022)
Ilyes Khemakhem, Ricardo Pio Monti, Robert Leech, Aapo Hyvärinen
Causal Autoregressive Flows. AISTATS (2021)
Erik D. Fagerholm, W. Matthew C. Foulkes, Yasir Gallero-Salas, Fritjof Helmchen, Karl J. Friston, Robert Leech, Rosalyn J. Moran
Neural Systems Under Change of Scale. Frontiers Comput. Neurosci. 15 (2021)
Erik D. Fagerholm, W. Matthew C. Foulkes, Yasir Gallero-Salas, Fritjof Helmchen, Karl J. Friston, Rosalyn J. Moran, Robert Leech
Conservation laws by virtue of scale symmetries in neural systems. PLoS Comput. Biol. 16 (5) (2020)
Erik D. Fagerholm, Chayanin Tangwiriyasakul, Karl J. Friston, Inês R. Violante, Steven C. R. Williams, David W. Carmichael, Suejen Perani, Federico E. Turkheimer, Rosalyn J. Moran, Robert Leech, Mark P. Richardson
Neural diffusivity and pre-emptive epileptic seizure intervention. PLoS Comput. Biol. 16 (12) (2020)
Ilyes Khemakhem, Ricardo Pio Monti, Robert Leech, Aapo Hyvärinen
Causal Autoregressive Flows. CoRR (2020)
Nerissa Siu Ping Ho, Giulia Poerio, Delali Konu, Adam Turnbull, Mladen Sormaz, Robert Leech, Boris C. Bernhardt, Elizabeth Jefferies, Jonathan Smallwood
Facing up to the wandering mind: Patterns of off-task laboratory thought are associated with stronger neural recruitment of right fusiform cortex while processing facial stimuli. NeuroImage 214 (2020)
Pedro F. da Costa, Romy Lorenz, Ricardo Pio Monti, Emily Jones, Robert Leech
Bayesian optimization for automatic design of face stimuli. CoRR (2020)
Erik D. Fagerholm, Rosalyn J. Moran, Inês R. Violante, Robert Leech, Karl J. Friston
Dynamic causal modelling of phase-amplitude interactions. NeuroImage 208 (2020)
Lucia M. Li, Inês R. Violante, Robert Leech, Adam Hampshire, Alexander Opitz, David McArthur, David W. Carmichael, David J. Sharp
Cognitive enhancement with Salience Network electrical stimulation is influenced by network structural connectivity. NeuroImage 185 (2019)
Peter J. Hellyer, Claudia Clopath, Angie A. Kehagia, Federico E. Turkheimer, Robert Leech
From homeostasis to behavior: Balanced activity in an exploration of embodied dynamic environmental-neural interaction. PLoS Comput. Biol. 13 (8) (2017)
Ricardo Pio Monti, Romy Lorenz, Peter Hellyer, Robert Leech, Christoforos Anagnostopoulos, Giovanni Montana
Decoding Time-Varying Functional Connectivity Networks via Linear Graph Embedding Methods. Frontiers Comput. Neurosci. 11 (2017)
Peter J. Hellyer, Barbara Jachs, Claudia Clopath, Robert Leech
Local inhibitory plasticity tunes macroscopic brain dynamics and allows the emergence of functional brain networks. NeuroImage 124 (2016)
Romy Lorenz, Ricardo Pio Monti, Adam Hampshire, Yury Koush, Christoforos Anagnostopoulos, Aldo A. Faisal, David J. Sharp, Giovanni Montana, Robert Leech, Inês R. Violante
Towards tailoring non-invasive brain stimulation using real-time fMRI and Bayesian optimization. PRNI (2016)
Adam Hampshire, Peter J. Hellyer, Beth Parkin, Nole M. Hiebert, Penny A. MacDonald, Adrian M. Owen, Robert Leech, James B. Rowe
Network mechanisms of intentional learning. NeuroImage 127 (2016)
Romy Lorenz, Ricardo Pio Monti, Inês R. Violante, Christoforos Anagnostopoulos, Aldo A. Faisal, Giovanni Montana, Robert Leech
The Automatic Neuroscientist: A framework for optimizing experimental design with closed-loop real-time fMRI. NeuroImage 129 (2016)
Ricardo Pio Monti, Romy Lorenz, Robert Leech, Christoforos Anagnostopoulos, Giovanni Montana
Text-mining the NeuroSynth corpus using Deep Boltzmann Machines. CoRR (2016)
Martin Dinov, Romy Lorenz, Gregory P. T. Scott, David J. Sharp, Erik D. Fagerholm, Robert Leech
Novel Modeling of Task vs. Rest Brain State Predictability Using a Dynamic Time Warping Spectrum: Comparisons and Contrasts with Other Standard Measures of Brain Dynamics. Frontiers Comput. Neurosci. 10 (2016)
Ricardo Pio Monti, Romy Lorenz, Robert Leech, Christoforos Anagnostopoulos, Giovanni Montana
Text-mining the neurosynth corpus using deep boltzmann machines. PRNI (2016)
Samira M. Kazan, Siawoosh Mohammadi, Martina F. Callaghan, Guillaume Flandin, Laurentius Huber, Robert Leech, Aneurin J. Kennerley, Christian Windischberger, Nikolaus Weiskopf
Vascular autorescaling of fMRI (VasA fMRI) improves sensitivity of population studies: A pilot study. NeuroImage 124 (2016)
Frantisek Vása, Murray Shanahan, Peter J. Hellyer, Gregory P. T. Scott, Joana Cabral, Robert Leech
Effects of lesions on synchrony and metastability in cortical networks. NeuroImage 118 (2015)
Ricardo Pio Monti, Romy Lorenz, Peter Hellyer, Robert Leech, Christoforos Anagnostopoulos, Giovanni Montana
Graph Embeddings of Dynamic Functional Connectivity Reveal Discriminative Patterns of Task Engagement in HCP Data. PRNI (2015)
Ricardo Pio Monti, Peter Hellyer, David J. Sharp, Robert Leech, Christoforos Anagnostopoulos, Giovanni Montana
Estimating time-varying brain connectivity networks from functional MRI time series. NeuroImage 103 (2014)
Rodrigo M. Braga, Liam R. Wilson, David J. Sharp, Richard J. S. Wise, Robert Leech
Separable networks for top-down attention to auditory non-spatial and visuospatial modalities. NeuroImage 74 (2013)
Fani Deligianni, Gaël Varoquaux, Bertrand Thirion, David J. Sharp, Christian Ledig, Robert Leech, Daniel Rueckert
A Framework for Inter-Subject Prediction of Functional Connectivity From Structural Networks. IEEE Trans. Medical Imaging 32 (12) (2013)
Robert Leech, Dennis Leech
Testing for Spatial Heterogeneity in Functional MRI Using the Multivariate General Linear Model. IEEE Trans. Medical Imaging 30 (6) (2011)