FPGA-based training of bio-inspired dendritic neural networks with Hebbian-augmented learning
Palatiana N, Pantzekos L, Tsagkatakis G, Chavlis S, Poirazi P, Dollas A
techRxiv, Oct 2025 | DOI: 10.36227/techrxiv.176049736.65323729

Tags: 2025 , artificial neural networks , Dendrites , FPGA , neuroAI , Preprint

Distinct dendritic integration strategies control dynamics of inhibition in the neocortex
Morabito A, Zerlaut Y, Dhanasobhon D, Berthaux E, Pihno M C, Tzilivaki A, Moneron G, Cathala L, Poirazi P, Bacci A, DiGregorio A D, Lourenço J, Rebola N
bioRxiv, Jun 2025 | DOI: 10.1016/j.neuron.2025.05.029

Tags: 2025 , Interneurons , Preprint

Contextual modulation and blunted defensive responses to predators in head-fixed and freely moving mice
Ritter M, Chirich Barreira LM, Sach L, Hakus A, Öktem KS, Bergmann R, Voigt A, Schimtz D, Poirazi P, Larkum EM, Sachden NSR
bioRxiv, Jun 2025 | DOI: 10.1101/2025.06.09.658679

Tags: 2025 , Behavior , Learning and Memory , Preprint

Spontaneous dynamics predict the effects of targeted intervention in hippocampal neuronal cultures
Tentori E, Kastellakis G, Maschietto M, Leparulo A, Poirazi P, Mazzucato L, Allegra M, Vassanelli S
bioRxiv, May 2025 | DOI: 10.1101/2025.04.29.651327

Tags: 2025 , Connectivity , HD-MEAs , Plasticity , Preprint

From morphology to computation: How synaptic organization shapes place fields in CA1 pyramidal neurons
Tasciotti S, Iascone DM, Chavlis S, Hammond L, Katz Y, Losonczy A, Polleaux F, Poirazi P
bioRxiv, Jun 2025 | DOI: 10.1101/2025.05.30.657022

Tags: 2025 , Dendritic Plasticity , Preprint , Synaptic Plasticity

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

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