Leveraging dendritic properties to advance machine learning and neuro-inspired computing
Pagkalos M, Makarov R, Poirazi P
Current Opinion in Neurobiology, Apr 2024 | DOI:  10.1016/j.conb.2024.102853
arXiv, Jun 2023 | URL: arXiv:2306.08007

Tags: 2023 , Dendrites , Review , SNNs

Modeling apical and basal tree contribution to orientation selectivity in a mouse primary visual cortex layer 2/3 pyramidal cell
Petousakis K E, Park J, Papoutsi A, Smirnakis S, Poirazi P
eLife, Dec 2023 | DOI: 10.7554/eLife.91627
bioRχiv, Aug 2023 | DOI: 10.1101/2022.07.28.501858

Tags: 2023 , Modelling , Visual Cortex

Dendrites and efficiency: Optimizing performance and resource utilization
Makarov R, Pagkalos M, Poirazi P
Current Opinion in Neurobiology, Dec 2023 | DOI: 10.1016/j.conb.2023.102812
arXiv, Jun 2023 | URL: arXiv:2306.07101

Tags: 2023 , Dendrites , Perspective

The dendritic engram
Kastellakis G, Tasciotti S, Pandi I, Poirazi P
Frontiers in Behavioral Neuroscience, Jul 2023 | DOI: 10.3389/fnbeh.2023.1212139

Tags: 2023 , Dendritic Plasticity , Engram , Review

Delay-Sensitive Local Plasticity in Echo State Networks
Iacob S, Cavlis S, Poirazi P, Dambre J
International Joint Conference on Neural Networks (IJCNN)
, Jun 2023 | DOI: 10.1109/IJCNN54540.2023.10191901

Tags: 2023 , Machine Learning , Plasticity

Synaptic turnover promotes efficient learning in bio-realistic spiking neural networks
Malakasis N, Chavlis S, Poirazi P
bioRχiv, May 2023 | DOI: 10.1101/2023.05.22.541722

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

A Generative Neighborhood-based Deep Autoencoder for Robust Imbalanced Classification
Troullinou E, Tsagkatakis G, Losonczy A, Poirazi P, Tsakalides P
IEEE Transactions on Artificial Intelligence, Feb 2023 | DOI: 10.1109/TAI.2023.3249685

Tags: 2023 , Machine Learning

Introducing the Dendrify framework for incorporating dendrites to spiking neural networks
Pagkalos M, Chavlis S, Poirazi P
Nature Communications, Jan 2023 | DOI: 10.1038/s41467-022-35747-8
bioRχiv, Dec 2022 | DOI: 10.1101/2022.05.03.490412

Tags: 2023 , Dendritic Computations , Modeling , SNNs , Tool

Lateral entorhinal cortex inputs modulate hippocampal dendritic excitability by recruiting a local disinhibitory microcircuit
Bilash O M, Chavlis S, Johnson C D, Poirazi P, Basu J
Cell Reports, Jan 2023 | DOI: 10.1016/j.celrep.2022.111962
bioRχiv, Jan 2022 | DOI: 10.1101/2022.01.13.476247

Tags: 2023 , CA1 , Circuit Model , Dendritic Computations , Hippocampus , Interneurons