Active inference on discrete state-spaces: a synthesis L Da Costa, T Parr, N Sajid, S Veselic, V Neacsu, K Friston Journal of Mathematical Psychology 99, 102447, 2020 | 228 | 2020 |
Active inference: demystified and compared N Sajid, PJ Ball, T Parr, KJ Friston Neural Computation 33 (3), 674–712, 2021 | 155* | 2021 |
The free energy principle made simpler but not too simple K Friston, L Da Costa, N Sajid, C Heins, K Ueltzhöffer, GA Pavliotis, T Parr Physics Reports 1024, 1-29, 2023 | 103 | 2023 |
Deep active inference agents using Monte-Carlo methods Z Fountas, N Sajid, P Mediano, K Friston Advances in Neural Information Processing Systems 33, 11662--11675, 2020 | 102 | 2020 |
Generative models, linguistic communication and active inference KJ Friston, T Parr, Y Yufik, N Sajid, CJ Price, E Holmes Neuroscience & Biobehavioral Reviews 118, 42-64, 2020 | 89 | 2020 |
Active listening KJ Friston, N Sajid, DR Quiroga-Martinez, T Parr, CJ Price, E Holmes Hearing research 399, 107998, 2021 | 79 | 2021 |
Modules or mean-fields? T Parr, N Sajid, KJ Friston Entropy 22 (5), 552, 2020 | 52 | 2020 |
Reward Maximization Through Discrete Active Inference L Da Costa, N Sajid, T Parr, K Friston, R Smith Neural computation, 1-46, 2023 | 47* | 2023 |
Degeneracy and redundancy in active inference N Sajid, T Parr, TM Hope, CJ Price, KJ Friston Cerebral Cortex 30 (11), 5750-5766, 2020 | 39 | 2020 |
How active inference could help revolutionise robotics L Da Costa, P Lanillos, N Sajid, K Friston, S Khan Entropy 24 (3), 361, 2022 | 36 | 2022 |
Generative models for active vision T Parr, N Sajid, L Da Costa, MB Mirza, KJ Friston Frontiers in Neurorobotics 15, 651432, 2021 | 34 | 2021 |
Exploration and preference satisfaction trade-off in reward-free learning N Sajid, P Tigas, A Zakharov, Z Fountas, K Friston ICML 2021 Workshop on Unsupervised Reinforcement Learning, 2021 | 22* | 2021 |
Paradoxical lesions, plasticity and active inference N Sajid, T Parr, A Gajardo-Vidal, CJ Price, KJ Friston Brain communications 2 (2), fcaa164, 2020 | 13 | 2020 |
Neuromodulatory control and language recovery in bilingual aphasia: An active inference approach N Sajid, KJ Friston, JO Ekert, CJ Price, D W. Green Behavioral Sciences 10 (10), 161, 2020 | 12 | 2020 |
Active inference, Bayesian optimal design, and expected utility N Sajid, L Da Costa, T Parr, K Friston The Drive for Knowledge: The Science of Human Information Seeking, 124-146, 2022 | 11* | 2022 |
Reclaiming saliency: Rhythmic precision-modulated action and perception A Anil Meera, F Novicky, T Parr, K Friston, P Lanillos, N Sajid Frontiers in Neurorobotics 16, 896229, 2022 | 10 | 2022 |
Cancer niches and their kikuchi free energy N Sajid, L Convertino, K Friston Entropy 23 (5), 609, 2021 | 10 | 2021 |
Bayesian brains and the Rényi divergence N Sajid, F Faccio, L Da Costa, T Parr, J Schmidhuber, K Friston Neural Computation 34 (4), 829-855, 2022 | 9 | 2022 |
Active inference for stochastic control A Paul, N Sajid, M Gopalkrishnan, A Razi Joint European Conference on Machine Learning and Knowledge Discovery in …, 2021 | 8 | 2021 |
Predicting Language Recovery after Stroke with Convolutional Networks on Stitched MRI YH Roohani, N Sajid, P Madhyastha, CJ Price, TMH Hope In proceedings of Machine Learning for Health (ML4H) workshop at Neural …, 2018 | 6 | 2018 |