Thomas Wiecki
Thomas Wiecki
CEO, PyMC Labs
Потвърден имейл адрес: pymc-labs.io - Начална страница
Probabilistic programming in Python using PyMC3
J Salvatier, TV Wiecki, C Fonnesbeck
PeerJ Computer Science 2, e55, 2016
HDDM: Hierarchical Bayesian estimation of the Drift-Diffusion Model in Python
TV Wiecki, I Sofer, MJ Frank
Frontiers in Neuroinformatics 7, 14, 2013
Subthalamic nucleus stimulation reverses mediofrontal influence over decision threshold
JF Cavanagh, TV Wiecki, MX Cohen, CM Figueroa, J Samanta, ...
Nature neuroscience 14 (11), 1462-1467, 2012
A computational model of inhibitory control in frontal cortex and basal ganglia.
TV Wiecki, MJ Frank
Psychological Review 120, 329-355, 2013
Eye tracking and pupillometry are indicators of dissociable latent decision processes.
JF Cavanagh, TV Wiecki, A Kochar, MJ Frank
Journal of Experimental Psychology: General 143 (4), 1476, 2014
fMRI and EEG predictors of dynamic decision parameters during human reinforcement learning
MJ Frank, C Gagne, E Nyhus, S Masters, TV Wiecki, JF Cavanagh, ...
Journal of Neuroscience 35 (2), 485-494, 2015
Model-based cognitive neuroscience approaches to computational psychiatry: clustering and classification
TV Wiecki, J Poland, MJ Frank
Clinical Psychological Science, 2015
The default network of the human brain is associated with perceived social isolation
RN Spreng, E Dimas, L Mwilambwe-Tshilobo, A Dagher, P Koellinger, ...
Nature communications 11 (1), 6393, 2020
The quality of response time data inference: A blinded, collaborative assessment of the validity of cognitive models
G Dutilh, J Annis, SD Brown, P Cassey, NJ Evans, RPPP Grasman, ...
Psychonomic bulletin & review 26, 1051-1069, 2019
Altered probabilistic learning and response biases in schizophrenia: behavioral evidence and neurocomputational modeling.
JA Waltz, MJ Frank, TV Wiecki, JM Gold
Neuropsychology 25 (1), 86, 2011
Neurocomputational models of motor and cognitive deficits in Parkinson’s disease
TV Wiecki, MJ Frank
Progress in brain research 183, 275-297, 2010
Estimating across-trial variability parameters of the Diffusion Decision Model: Expert advice and recommendations
U Boehm, J Annis, MJ Frank, GE Hawkins, A Heathcote, D Kellen, ...
Journal of Mathematical Psychology 87, 46-75, 2018
Release the BEESTS: Bayesian Estimation of Ex-Gaussian STop-Signal reaction time distributions
D Matzke, J Love, TV Wiecki, SD Brown, GD Logan, EJ Wagenmakers
Frontiers in Psychology 4, 918, 2013
10,000 social brains: sex differentiation in human brain anatomy
H Kiesow, RIM Dunbar, JW Kable, T Kalenscher, K Vogeley, L Schilbach, ...
Science advances 6 (12), eaaz1170, 2020
Dissecting the impact of depression on decision-making
VM Lawlor, CA Webb, TV Wiecki, MJ Frank, M Trivedi, DA Pizzagalli, ...
Psychological medicine 50 (10), 1613-1622, 2020
A computational analysis of flanker interference in depression
DG Dillon, T Wiecki, P Pechtel, C Webb, F Goer, L Murray, M Trivedi, ...
Psychological medicine 45 (11), 2333-2344, 2015
PyMC: a modern, and comprehensive probabilistic programming framework in Python
O Abril-Pla, V Andreani, C Carroll, L Dong, CJ Fonnesbeck, M Kochurov, ...
PeerJ Computer Science 9, e1516, 2023
A neurocomputational account of catalepsy sensitization induced by D2 receptor blockade in rats: context dependency, extinction, and renewal
TV Wiecki, K Riedinger, A von Ameln-Mayerhofer, WJ Schmidt, MJ Frank
Psychopharmacology 204, 265-277, 2009
A computational cognitive biomarker for early-stage Huntington’s disease
TV Wiecki, CA Antoniades, A Stevenson, C Kennard, B Borowsky, ...
PLoS One 11 (2), e0148409, 2016
All That Glitters Is Not Gold: Comparing Backtest and Out-of-Sample Performance on a Large Cohort of Trading Algorithms
T Wiecki, A Campbell, J Lent, J Stauth
The Journal of Investing 25 (3), 69-80, 2016
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