Work in progress

Gamified reward-effort task for study of impact of Behavioural Activation therapy on effort-based decision making.
[view code on github] [play demo]
Gamified aversive learning tasks for study of latent cause inference in anxiety, depressive, and post-traumatic stress disorders.
[view code on github] [play demo 1] [play demo 2]

Selected peer-reviewed publications

Norbury, A., Brinkman, H., Kowalchyk, M., Monti, E., Pietrzak, R.H., Schiller, D., Feder, A. (2021). Latent cause inference during extinction learning in trauma-exposed individuals with and without PTSD. Psychological Medicine. [postprint] [pdf] [data & code]
Sukei, E., Norbury, A., Perez-Rodriguez, M.M., Olmos, P.M., Artés Rodríguez, A. (2021). Predicting emotional state using behavioural markers derived from passively sensed data. JMIR Mhealth Uhealth 9(3):e24465
Norbury, A., Rutter, S.B., Collins, A.B., Costi, S., Jha, M.K., Horn, S.R., Kautz, M., Corniquel, M., Collins, K.A., Glasgow, A.M., Brallier, J., Shin, L.M., Charney, D.S., Murrough, J.M., Feder, A. (2021). Neuroimaging correlates and predictors of response to repeated-dose intravenous ketamine in PTSD: preliminary evidence. Neuropsychopharmacology. [preregistration] [postprint] [pdf] [code]
Norbury, A., Liu, S.H., Campaña-Montes, J.J., Romero-Medrano, L., Barrigon, M.L., Smith, E., MEmind Study Group, Artés, A., Baca-Garcia, E., Perez-Rodriguez, M.M. (2020). Social media and smartphone app use predicts maintenance of physical activity during Covid-19 enforced isolation in psychiatric outpatients. Molecular Psychiatry. [postprint] [pdf] [synthetic data & code]
Norbury, A., Robbins, T.W., Seymour, B. (2018). Value generalization in human avoidance learning. eLife 7:e34779. [pdf] [data & code] [accessible summary]
Norbury, A., Seymour, B. (2018). Response heterogeneity: challenges for personalised medicine and big data approaches in psychiatry and chronic pain. F1000 Research 7:55. [pdf]
Norbury, A., Valton, V., Rees, G., Roiser, J.P.*, Husain, M.* (2016). Shared neural mechanisms for the evaluation of intense sensory stimulation and economic reward, dependent on stimulation-seeking behaviour. Journal of Neuroscience 36(39), 10026-10038. [pdf]
Norbury, A., Husain, M. (2015). Sensation-seeking: Dopaminergic modulation and risk for psychopathology. Behavioural Brain Research 288, 79-93. [pdf] [accessible summary]
Norbury, A., Kurth-Nelson, Z., Winston, J.S., Roiser, J.P., Husain, M. (2015). Dopamine regulates approach-avoidance in human sensation-seeking. International Journal of Neuropsychopharmacology 18(10), 1-10. [pdf]
Norbury, A., Manohar, S., Rogers, R.D., Husain, M. (2013). Dopamine Modulates Risk-Taking as a Function of Baseline Sensation-Seeking Trait. Journal of Neuroscience 33(32), 12982-12986. [pdf]
Molander, A.C., Mar, A., Norbury, A., Steventon, S., Moreno, M., Caprioli, D., Theobald, T.E.H., Belin, D., Everitt, B.J., Robbins, T.W., Dalley, J.W. (2011). High impulsivity predicting vulnerability to cocaine addiction in rats: some relationship with novelty preference but not novelty reactivity, anxiety or stress. Psychopharmacology 215(4), 721-731. [pdf]