DendroTweaks: An interactive approach for unraveling dendritic dynamics
Makarov R, Chavlis S, Poirazi P
bioRχiv, Sept 2024 | DOI: 10.1101/2024.09.06.611191

Tags: Dendrites , Preprint , Single Neuron Model , Tool

A dendritic substrate for temporal diversity of cortical inhibition
Morabito A, Zerlaut Y, Dhanasobhon D, Berthaux E, Tzilivaki A, Moneron G, Cathala L, Poirazi P, Bacci A, DiGregorio D, Joana Lourenco J, Rebola Ν
bioRχiv, Jul 2024 | DOI: 10.1101/2024.07.09.602783

Tags: 2024 , Dendrites , Preprint

Dendrites endow artificial neural networks with accurate, robust and parameter-efficient learning
Chavlis S, Poirazi P
arXiv, Apr 2024 | URL: arXiv:2404.03708

Tags: artificial neural networks , Dendrites , Machine Learning , Preprint

Synaptic turnover promotes efficient learning in bio-realistic spiking neural networks
Malakasis N, Chavlis S, Poirazi P
Asilomar Conference on Signals, Systems, and Computers (IEEE), Oct 2023 | DOI: 10.1109/IEEECONF59524.2023.10476829
bioRχiv, May 2023 | DOI:  10.1101/2023.05.22.541722

Tags: 2023 , Learning and Memory , Machine Learning , Plasticity , Preprint

Co-allocation to overlapping dendritic branches in the retrosplenial cortex integrates contextual memories across time
Sehgal M, Filho D A, Martin S, Mejia D I, Kastellakis G, Kim S, Lee J, Pekcan A, Huang S, Lavi A, Heo W D, Poirazi P, Trachtenberg J, Silva AJ
bioRχiv, Nov 2021 | DOI: doi.org/10.1101/2021.10.28.466343

Tags: 2021 , Dendritic Computations , Learning and Memory , Preprint

Dendritic Self-Organizing Maps for Continual Learning
Pinitas K, Chavlis S, Poirazi P
arXiv, Oct 2021 | URL: arXiv:2110.13611

Tags: 2021 , Machine Learning , Preprint

Structured connectivity exploits NMDA non-linearities to enable flexible encoding of multiple memoranda in a PFC circuit model
Stefanou SS, Papoutsi A, Poirazi P
bioRχiv, Aug 2019 | DOI: 10.1101/733519

Tags: 2019 , Network Model , Prefrontal Cortex , Preprint