| Attention reduces stimulus-driven gamma frequency oscillations and spike field coherence in V1 M Chalk, JL Herrero, MA Gieselmann, LS Delicato, S Gotthardt, A Thiele Neuron 66 (1), 114-125, 2010 | 304 | 2010 |
| Rapidly learned stimulus expectations alter perception of motion M Chalk, AR Seitz, P Seriès Journal of vision 10 (8), 2-2, 2010 | 160 | 2010 |
| Toward a unified theory of efficient, predictive, and sparse coding M Chalk, O Marre, G Tkačik Proceedings of the National Academy of Sciences 115 (1), 186-191, 2018 | 144 | 2018 |
| Relevant sparse codes with variational information bottleneck M Chalk, O Marre, G Tkacik Advances in Neural Information Processing Systems 29, 2016 | 87 | 2016 |
| Complexity and specificity of experimentally-induced expectations in motion perception N Gekas, M Chalk, AR Seitz, P Seriès Journal of Vision 13 (4), 8-8, 2013 | 60 | 2013 |
| Neural oscillations as a signature of efficient coding in the presence of synaptic delays M Chalk, B Gutkin, S Deneve Elife 5, e13824, 2016 | 54 | 2016 |
| Separating intrinsic interactions from extrinsic correlations in a network of sensory neurons U Ferrari, S Deny, M Chalk, G Tkačik, O Marre, T Mora Physical Review E 98 (4), 042410, 2018 | 21 | 2018 |
| Sensory noise predicts divisive reshaping of receptive fields M Chalk, P Masset, S Deneve, B Gutkin Plos Computational Biology 13 (6), e1005582, 2017 | 18 | 2017 |
| Efficiency turns the table on neural encoding, decoding and noise S Deneve, M Chalk Current Opinion in Neurobiology 37, 141-148, 2016 | 18 | 2016 |
| Inferring the function performed by a recurrent neural network M Chalk, G Tkacik, O Marre Plos one 16 (4), e0248940, 2021 | 10* | 2021 |
| Efficient exploration in binary and preferential Bayesian optimization T Fauvel, M Chalk arXiv preprint arXiv:2110.09361, 2021 | 5 | 2021 |
| Attention as reward-driven optimization of sensory processing M Chalk, I Murray, P Seriès Neural computation 25 (11), 2904-2933, 2013 | 4 | 2013 |
| Human-in-the-loop optimization of visual prosthetic stimulation T Fauvel, M Chalk Journal of Neural Engineering 19 (3), 036038, 2022 | 3 | 2022 |
| Contextual Bayesian optimization with binary outputs T Fauvel, M Chalk arXiv preprint arXiv:2111.03447, 2021 | 2 | 2021 |
| Signatures of criticality in efficient coding networks S Safavi, M Chalk, N Logothetis, A Levina bioRxiv, 2023.02. 14.528465, 2023 | 1 | 2023 |
| Human-in-the-Loop Optimization for Deep Stimulus Encoding in Visual Prostheses J Granley, T Fauvel, M Chalk, M Beyeler arXiv preprint arXiv:2306.13104, 2023 | | 2023 |
| Scalable gaussian process inference of neural responses to natural images MA Goldin, S Virgili, M Chalk bioRxiv, 2023.01. 13.523423, 2023 | | 2023 |
| Encoding surprise by retinal ganglion cells DM Despotovic, C Joffrois, OM Marre, M Chalk bioRxiv, 2022.10. 15.512347, 2022 | | 2022 |
| 2009-2012: Marie Curie Exchange Grant: FP7-PEOPLE-2009-IRSES with Norbert Kopco (Slovakia) and Aaron Seitz (USA). co-PI (£ 50,000 for Edinburgh). M Chalk, G Sotiropoulos, V Valton, S Yarrow, N Gekas | | 2013 |
| Role of goal-orientated attention and expectations in visual processing and perception MJ Chalk The University of Edinburgh, 2013 | | 2013 |
Gasper TkacikProfessor, Deputy Dean of the Graduate School, Institute of Science and Technology AustriaVerified email at ist.ac.at
