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
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
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
A Generative Neighborhood-Based Deep Autoencoder with an Extended Loss Function for Robust Imbalanced Classification
Troullinou, E, Tsagkatakis, G, Losonczy, A, Poirazi, P, Tsakalides, P
Asilomar Conference on Signals, Systems, and Computers (IEEE), Oct 2023 | DOI: 10.1109/IEEECONF59524.2023.10476931
Hippocampal GABAergic interneurons and memory
Alexandra Tzilivaki, John J Tukker, Nikolaus Maier, Panayiota Poirazi, Rosanna P Sammons, Dietmar Schmitz
Neuron, Oct 2023 | DOI: 10.1016/j.neuron.2023.06.016
The dendritic engram
Kastellakis G, Tasciotti S, Pandi I, Poirazi P
Frontiers in Behavioral Neuroscience, Jul 2023 | DOI: 10.3389/fnbeh.2023.1212139
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
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
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
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
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