Distinct timescales of population coding across cortex CA Runyan, E Piasini, S Panzeri, CD Harvey Nature 548 (7665), 92-96, 2017 | 328 | 2017 |
Cracking the neural code for sensory perception by combining statistics, intervention, and behavior S Panzeri, CD Harvey, E Piasini, PE Latham, T Fellin Neuron 93 (3), 491-507, 2017 | 237 | 2017 |
Network structure within the cerebellar input layer enables lossless sparse encoding G Billings, E Piasini, A Lőrincz, Z Nusser, RA Silver Neuron 83 (4), 960-974, 2014 | 140 | 2014 |
LEMS: a language for expressing complex biological models in concise and hierarchical form and its use in underpinning NeuroML 2 RC Cannon, P Gleeson, S Crook, G Ganapathy, B Marin, E Piasini, ... Frontiers in neuroinformatics 8, 79, 2014 | 123 | 2014 |
Open source brain: a collaborative resource for visualizing, analyzing, simulating, and developing standardized models of neurons and circuits P Gleeson, M Cantarelli, B Marin, A Quintana, M Earnshaw, S Sadeh, ... Neuron 103 (3), 395-411. e5, 2019 | 83 | 2019 |
Quantifying how much sensory information in a neural code is relevant for behavior G Pica, E Piasini, H Safaai, CA Runyan, ME Diamond, T Fellin, C Kayser, ... Neural Information Processing Systems 30 (NIPS 2017), 2017 | 41 | 2017 |
Synthesizing realistic neural population activity patterns using generative adversarial networks M Molano-Mazon, A Onken, E Piasini, S Panzeri 6th International Conference on Learning Representations, ICLR 2018, 2018 | 37 | 2018 |
Invariant components of synergy, redundancy, and unique information among three variables G Pica, E Piasini, D Chicharro, S Panzeri Entropy 19 (9), 451, 2017 | 35 | 2017 |
Temporal stability of stimulus representation increases along rodent visual cortical hierarchies E Piasini, L Soltuzu, P Muratore, R Caramellino, K Vinken, H Op de Beeck, ... Nature communications 12 (1), 4448, 2021 | 33 | 2021 |
The Open Source Brain Initiative: enabling collaborative modelling in computational neuroscience P Gleeson, E Piasini, S Crook, R Cannon, V Steuber, D Jaeger, S Solinas, ... BMC Neuroscience 13 (Suppl 1), O7, 2012 | 29 | 2012 |
Information theory in neuroscience E Piasini, S Panzeri Entropy 21 (1), 62, 2019 | 22 | 2019 |
The comparable strategic flexibility of model-free and model-based learning ALS Filipowicz, J Levine, E Piasini, G Tavoni, JW Kable, JI Gold bioRxiv, 2019.12. 28.879965, 2020 | 10* | 2020 |
Prune and distill: similar reformatting of image information along rat visual cortex and deep neural networks P Muratore, S Tafazoli, E Piasini, A Laio, D Zoccolan Advances in Neural Information Processing Systems 35, 30206-30218, 2022 | 8 | 2022 |
Distributed processing for value-based choice by prelimbic circuits targeting anterior-posterior dorsal striatal subregions in male mice K Choi, E Piasini, E Díaz-Hernández, LV Cifuentes, NT Henderson, ... Nature Communications 14 (1), 1920, 2023 | 6 | 2023 |
Rat sensitivity to multipoint statistics is predicted by efficient coding of natural scenes R Caramellino, E Piasini, A Buccellato, A Carboncino, ... eLife, 2021 | 5 | 2021 |
Distributed processing for action control by prelimbic circuits targeting anterior-posterior dorsal striatal subregions K Choi, E Piasini, L Cifuentes-Vargas, E Díaz-Hernández, NT Henderson, ... bioRxiv, 2021.12. 01.469698, 2021 | 5 | 2021 |
Cortical efficient coding dynamics shape behavioral performance CF Angeloni, W Mlynarski, E Piasini, AM Williams, KC Wood, L Garami, ... BioRxiv, 455845, 2021 | 5 | 2021 |
Embo: a Python package for empirical data analysis using the Information Bottleneck E Piasini, ALS Filipowicz, J Levine, JI Gold Journal of open research software 9 (1), 2021 | 5 | 2021 |
How Occam’s razor guides human decision-making E Piasini, S Liu, P Chaudhari, V Balasubramanian, JI Gold bioRxiv, 2023 | 3 | 2023 |
Advanced 3D visualisation of detailed neuronal models using the Open Source Brain repository and interaction with other neuroinformatics resources P Gleeson, M Cantarelli, E Piasini, RA Silver BMC neuroscience 14, 1-2, 2013 | 3 | 2013 |