Spyridon Chavlis

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Panayiota PoiraziResearch Director, IMBB-FORTHVerified email at imbb.forth.gr
Attila LosonczyColumbia UniversityVerified email at columbia.edu
Panagiotis C. PetrantonakisAssistant Professor, Dept. of ECE, Aristotle University of ThessalonikiVerified email at ece.auth.gr
Gergely TuriResearch Scientist, New York State Psychiatric InstituteVerified email at cumc.columbia.edu
Max LadowGraduate student, UCSFVerified email at alumni.brown.edu
Eirini TroullinouInstitute of Computer Science, Foundation for Research and Technology - HellasVerified email at ics.forth.gr
Grigorios TsagkatakisComputer Science Department, University of Crete (csd.uoc.gr) and FORTH-ICS (ics.forth.gr)Verified email at ics.forth.gr
Panagiotis TsakalidesProfessor of Computer Science, University of Crete / Head, Signal Processing Lab, FORTH-ICSVerified email at csd.uoc.gr
James PriestleyEPFL, ColumbiaVerified email at epfl.ch
Justin O'HareUniversity of Colorado | Anschutz Medical CampusVerified email at cuanschutz.edu
Andres GrosmarkAssistant Professor, University of Connecticut Medical SchoolVerified email at columbia.edu
Tristan ShumanAssociate Professor, Icahn School of Medicine at Mount SinaiVerified email at mssm.edu
Jiannis TaxidisThe Hospital for Sick Children / Univ. of TorontoVerified email at sickkids.ca
Matthew ShtrahmanUCSD School of MedicineVerified email at ucsd.edu
Alcino J SilvaDistinguished Professor of Neurobiology, UCLAVerified email at mednet.ucla.edu
Denise J. CaiAssociate Professor, Icahn School of Medicine at Mount SinaiVerified email at mssm.edu
Peyman GolshaniProfessor, Neurology and Psychiatry, David Geffen School of Medicine, UCLAVerified email at mednet.ucla.edu
Daniel AharoniUniversity of California, Los AngelesVerified email at mednet.ucla.edu
Apostolos DollasResearch Associate, CARV Group, ICS-FORTHVerified email at tuc.gr
Athanasia PapoutsiIMBB/FORTHVerified email at imbb.forth.gr

Spyridon Chavlis

IMBB-FORTH

Verified email at imbb.forth.gr - Homepage

Computational and Theoretical Neuroscience Dendrites Machine Learning Deep Learning Applied Mathematics


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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	191	2020
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	189	2019
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	184	2017
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	114	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	72	2017
Drawing inspiration from biological dendrites to empower artificial neural networks S Chavlis, P Poirazi Current opinion in neurobiology 70, 1-10, 2021	68	2021
Introducing the Dendrify framework for incorporating dendrites to spiking neural networks M Pagkalos, S Chavlis, P Poirazi Nature Communications 14 (1), 131, 2023	46	2023
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	31	2023
Pattern separation in the hippocampus through the eyes of computational modeling S Chavlis, P Poirazi Synapse 71 (6), e21972, 2017	27	2017
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	16	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	15	2020
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	10	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	6	2017
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	5	2022
Dendritic Self-Organizing Maps for Continual Learning K Pinitas, S Chavlis, P Poirazi arXiv preprint arXiv:2110.13611, 2021	5	2021
Dendrites endow artificial neural networks with accurate, robust and parameter-efficient learning S Chavlis, P Poirazi Nature Communications 16 (1), 943, 2025	4	2025
Synaptic turnover promotes efficient learning in bio-realistic spiking neural networks N Malakasis, S Chavlis, P Poirazi 2023 57th Asilomar Conference on Signals, Systems, and Computers, 942-949, 2023	3	2023
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	2	2023
Modeling Dendrites and Spatially-Distributed Neuronal Membrane Properties S Chavlis, P Poirazi Computational Modelling of the Brain: Modelling Approaches to Cells …, 2022	1	2022
DendroTweaks: An interactive approach for unraveling dendritic dynamics R Makarov, S Chavlis, P Poirazi bioRxiv, 2024		2024

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