In vivo imaging of dentate gyrus mossy cells in behaving mice NB Danielson, GF Turi, M Ladow, S Chavlis, PC Petrantonakis, P Poirazi, ... Neuron 93 (3), 552-559. e4, 2017 | 176 | 2017 |
Vasoactive intestinal polypeptide-expressing interneurons in the hippocampus support goal-oriented spatial learning GF Turi, WK Li, S Chavlis, I Pandi, J O’Hare, JB Priestley, AD Grosmark, ... Neuron 101 (6), 1150-1165. e8, 2019 | 166 | 2019 |
Breakdown of spatial coding and interneuron synchronization in epileptic mice T Shuman, D Aharoni, DJ Cai, CR Lee, S Chavlis, L Page-Harley, ... Nature neuroscience 23 (2), 229-238, 2020 | 160 | 2020 |
Large-scale 3D two-photon imaging of molecularly identified CA1 interneuron dynamics in behaving mice T Geiller, B Vancura, S Terada, E Troullinou, S Chavlis, G Tsagkatakis, ... Neuron 108 (5), 968-983. e9, 2020 | 92 | 2020 |
Dendrites of dentate gyrus granule cells contribute to pattern separation by controlling sparsity S Chavlis, PC Petrantonakis, P Poirazi Hippocampus 27 (1), 89-110, 2017 | 62 | 2017 |
Drawing inspiration from biological dendrites to empower artificial neural networks S Chavlis, P Poirazi Current opinion in neurobiology 70, 1-10, 2021 | 56 | 2021 |
Pattern separation in the hippocampus through the eyes of computational modeling S Chavlis, P Poirazi Synapse 71 (6), e21972, 2017 | 23 | 2017 |
Introducing the Dendrify framework for incorporating dendrites to spiking neural networks M Pagkalos, S Chavlis, P Poirazi Nature Communications 14 (1), 131, 2023 | 21 | 2023 |
The dendritic spatial code: branch-specific place tuning and its experience-dependent decoupling SK Rashid, V Pedrosa, MA Dufour, JJ Moore, S Chavlis, RG Delatorre, ... BioRxiv, 2020.01. 24.916643, 2020 | 14 | 2020 |
Artificial neural networks in action for an automated cell-type classification of biological neural networks E Troullinou, G Tsagkatakis, S Chavlis, GF Turi, W Li, A Losonczy, ... IEEE Transactions on Emerging Topics in Computational Intelligence 5 (5 …, 2020 | 13 | 2020 |
Lateral entorhinal cortex inputs modulate hippocampal dendritic excitability by recruiting a local disinhibitory microcircuit OM Bilash, S Chavlis, CD Johnson, P Poirazi, J Basu Cell reports 42 (1), 2023 | 11 | 2023 |
Breakdown of spatial coding and neural synchronization in epilepsy T Shuman, D Aharoni, DJ Cai, CR Lee, S Chavlis, J Taxidis, SE Flores, ... BioRxiv, 358580, 2018 | 9 | 2018 |
An architecture for the acceleration of a hybrid leaky integrate and fire SNN on the convey HC-2ex FPGA-based processor E Kousanakis, A Dollas, E Sotiriades, I Papaefstathiou, DN Pnevmatikatos, ... 2017 IEEE 25th Annual International Symposium on Field-Programmable Custom …, 2017 | 5 | 2017 |
Dendritic self-organizing maps for continual learning K Pinitas, S Chavlis, P Poirazi arXiv preprint arXiv:2110.13611, 2021 | 4 | 2021 |
Synaptic turnover promotes efficient learning in bio-realistic spiking neural networks N Malakasis, S Chavlis, P Poirazi bioRxiv, 2023 | 3 | 2023 |
Neuromatch Academy: a 3-week, online summer school in computational neuroscience BM t Hart, T Achakulvisut, A Adeyemi, A Akrami, B Alicea, ... Technological University Dublin, 2022 | 3 | 2022 |
Modeling Dendrites and Spatially-Distributed Neuronal Membrane Properties S Chavlis, P Poirazi Computational Modelling of the Brain: Modelling Approaches to Cells …, 2022 | 2 | 2022 |
Delay-Sensitive Local Plasticity in Echo State Networks S Iacob, S Chavlis, P Poirazi, J Dambre 2023 International Joint Conference on Neural Networks (IJCNN), 1-8, 2023 | 1 | 2023 |
Dendrites endow artificial neural networks with accurate, robust and parameter-efficient learning S Chavlis, P Poirazi arXiv preprint arXiv:2404.03708, 2024 | | 2024 |
Evolutionary Models of Amino Acid Substitutions Based on the Tertiary Structure of their Neighborhoods E Primetis, S Chavlis, P Pavlidis BioRxiv, 468173, 2020 | | 2020 |