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

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

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

The impact of Hodgkin-Huxley models on dendritic research
Petousakis K E, Apostolopoulou A A, Poirazi P
Journal of Physiology, Oct 2022 | DOI: 10.1113/JP282756

Tags: 2022 , Biophysical Model , Dendrites , Dendritic Computations , Dendritic Spikes , Modeling , Review , Synaptic Plasticity

A locus coeruleus-dorsal CA1 dopaminergic circuit modulates memory linking
Chowdhury A, Luchetti A, Fernandes G, Almeida Filho D, Kastellakis G, Tzilivaki A, Ramirez EM, Tran MY, Poirazi P, Silva AJ
NEURON, Aug 2022 | DOI: 10.1016/j.neuron.2022.08.001
bioRχiv, Oct 2021 | DOI: 10.1101/2021.10.27.466138

Tags: 2022 , Dopamine , Engram , Excitability , Memory

GABAergic Interneurons with nonlinear dendrites: from neuronal computations to memory engrams
Tzilivaki A, Kastellakis G, Schmitz D, Poirazi P
Neuroscience, Nov 2021 | DOI: 10.1016/j.neuroscience.2021.11.033

Tags: 2021 , Dendrites , Interneurons , Learning and Memory

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:

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

Dendritic Computing: Branching Deeper into Machine Learning
Acharyaa J, Basu A, Legenstein R, Limbacher T, Poirazi P, Wu X
Neuroscience, Oct 2021 | DOI: 10.1016/j.neuroscience.2021.10.001

Tags: 2021 , Dendritic Computations , Machine Learning , Review

Drawing inspiration from biological dendrites to empower artificial neural networks
Chavlis S, Poirazi P
Current Opinion in Neurobiology, Oct 2021 | DOI: 10.1016/j.conb.2021.04.007 | Zenodo (Open-Access)
arXiv, Jun 2021 | URL: arXiv:2106.07490

Tags: 2021 , Dendritic Computations , Machine Learning , Perspective

Towards Democratizing and Automating Online Conferences: Lessons from the Neuromatch Conferences
Achakulvisut T, Ruangrong T, Mineault P, Vogels TP, Peters MAK, Poirazi P, Rozell C, Wyble B, Goodman DFM, Kording KP
Trends in Cognitive Sciences, Feb 2021 | DOI: 10.1016/j.tics.2021.01.007

Tags: 2021 , Perspective

Large-Scale 3D Two-Photon Imaging of Molecularly Identified CA1 Interneuron Dynamics in Behaving Mice
Geiller T, Vancura V, Terada S, Troullinou E, Chavlis S, Tsagkatakis G, Tsakalides P, Ócsai K, Poirazi P, Rózsa BJ, Losonczy A
Neuron, Dec 2020 | DOI: 10.1016/j.neuron.2020.09.013

Tags: 2020 , Interneurons , Machine Learning , Neuroscience , Spatial Navigation

Artificial Neural Networks in Action for an Automated Cell-Type Classification of Biological Neural Networks
Troullinou E, Tsagkatakis G, Chavlis S, Turi GF, Li W, Losonczy A, Tsakalides P, Poirazi P
IEEE Transactions on Emerging Topics in Computational Intelligence, Oct 2020 | DOI: 10.1109/TETCI.2020.3028581​

Tags: 2020 , Interneurons , Machine Learning , Neuroscience

Reflections on the past two decades of neuroscience
Bassett DS, Cullen KE, …, Poirazi P, …, Sur M, Ueda HR
Nature Reviews Neuroscience, Sep 2020 | DOI:  10.1038/s41583-020-0363-6

Tags: 2020 , Dendrites , Neuroscience , Perspective

Illuminating dendritic function with computational models
Poirazi P, Papoutsi A
Nature Reviews Neuroscience, May 2020 | DOI: 10.1038/s41583-020-0301-7

Tags: 2020 , Dendrites , Dendritic Computations , Dendritic Plasticity , Dendritic Spikes , Neuroscience

Breakdown of spatial coding and interneuron synchronization in epileptic mice
Shuman T, Aharoni D, Cai DJ, Lee CR, Chavlis S, Page-Harley L, Vetere LM, Feng Y, Yang CY, Mollinedo-Gajate I, Chen L, Pennington ZT, Taxidis J, Flores SE, Cheng K, Javaherian M, Kaba CC, Rao N, La-Vu M, Pandi I, Shtrahman M, Bakhurin KI, Masmanidis SC, Khakh BS, Poirazi P, Silva AJ, Golshani P
Nature Neuroscience, Jan 2020 | DOI: 10.1038/s41593-019-0559-0

Tags: 2020 , CA1 , Circuit Model , Interneurons , Neuroscience , Spatial Navigation

Dendritic action potentials and computation in human layer 2/3 cortical neurons
Gidon A, Zolnik TA, Fidzinski P, Bolduan F, Papoutsi A, Poirazi P, Holtkamp M, Vida I, Larkum ME
Science, Jan 2020 | DOI: 10.1126/science.aax6239
[Podcast at Quanta Magazine]

Tags: 2020 , Biophysical Model , Dendritic Computations , Dendritic Spikes , Neural Computations , Neuroscience , Single Neuron Model

Synaptic Clustering and Memory Formation
Kastellakis G, Poirazi P
Frontiers in Molecular Neuroscience, Dec 2019 | 10.3389/fnmol.2019.00300

Tags: 2019 , Dendrites , Learning and Memory , Neuroscience , Plasticity , Review

Contribution of apical and basal dendrites to orientation encoding in mouse V1 L2/3 pyramidal neurons
Park J, Papoutsi A, Ash RT, Marin MA, Poirazi P, Smirnakis SM
Nature Communications, November 2019 | DOI: 10.1038/s41467-019-13029-0

Tags: 2019 , Biophysical Model , Dendrites , Dendritic Computations , Neural Computations , Neuroscience , Sensory Perception , Single Neuron Model , Visual Cortex

A deep learning framework for neuroscience
Richards BA, Lillicrap TP, …, Poirazi P, …, Kording KP
Nature Neuroscience, Oct 2019 | DOI: 10.1038/s41593-019-0520-2

Tags: 2019 , Machine Learning , Neuroscience , Perspective , Structure-Function

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

Challenging the point neuron dogma: FS basket cells as 2-stage nonlinear integrators
Tzilivaki A, Kastellakis G, Poirazi P
Nature Communications, Aug 2019 | DOI: 10.1038/s41467-019-11537-7

Tags: 2019 , Biophysical Model , Circuit Model , Dendrites , Dendritic Computations , Hippocampus , Interneurons , Learning and Memory , Neural Computations , Prefrontal Cortex

Optically Induced Calcium-Dependent Gene Activation and Labeling of Active Neurons Using CaMPARI and Cal-Light
Ebner C, Ledderose J, Zolnik TA, Dominiak SE, Turko P, Papoutsi A, Poirazi P, Eickholt BJ, Vida I, Larkum ME, Sachdev RNS
Frontiers in Synaptic Neuroscience, May 2019 | DOI: 10.3389/fnsyn.2019.00016

Tags: 2019 , Labelling Techniques , Neuroscience , Review

Vasoactive Intestinal Polypeptide-Expressing Interneurons in the Hippocampus Support Goal-Oriented Spatial Learning
Turi GF, Li WK, Chavlis S, Pandi I, O’Hare J, Priestley JB, Grosmark AD, Liao Z, Ladow M, Zhang JF, Zemelman BV, Poirazi P, Losonczy A
Neuron, Mar 2019 | DOI: 10.1016/j.neuron.2019.01.009

Tags: 2019 , Biophysical Model , CA1 , Circuit Model , Hippocampus , Learning and Memory , Neuroscience , Spatial Navigation

Two distinct sets of Ca2+ and K+ channels are activated at different membrane potentials by the climbing fiber synaptic potential in Purkinje neuron dendrites
Ouares KA, Filipis L, Tzilivaki A, Poirazi P, Canepari M
Journal of Neuroscience, Jan 2019 | DOI: 10.1523/JNEUROSCI.2155-18.2018

Tags: 2019 , Biophysical Model , Ion Channels , Neuroscience , Single Neuron Model

Hotspots of dendritic spine turnover facilitate clustered spine addition and learning and memory
Frank AC, Huang S, Zhou M, Gdalyahu A, Kastellakis G, Silva TK, Lu E, Wen X, Poirazi P, Trachtenberg JT, Silva AJ
Nature Communications, January 2018 | DOI: 10.1038/s41467-017-02751-2

Tags: 2018 , Circuit Model , Dendrites , Dendritic Computations , Dendritic Plasticity , Learning and Memory , Neuroscience

Basal tree complexity shapes functional pathways in the prefrontal cortex
Papoutsi A, Kastellakis G, Poirazi P
Journal of Neurophysiology, Oct 2017 | DOI: 10.1152/jn.00099.2017

Tags: 2017 , Dendrites , Neuroscience , Prefrontal Cortex

…with Love, from Post to Pre
Poirazi P, Kastellakis G
Neuron, Sep 2017 | DOI: 10.1016/j.neuron.2017.09.02

Tags: 2017 , Learning and Memory , Neuroscience , Plasticity , Preview

Synaptic plasticity in dendrites: complications and coping strategies
Mel BW, Schiller J, Poirazi P
Current Opinion in Neurobiology, Apr 2017 | DOI:  10.1016/j.conb.2017.03.012

Tags: 2017 , Dendritic Plasticity , Neuroscience , Plasticity , Review

Pattern separation in the Hippocampus through the eyes of computational modeling 
Chavlis S, Poirazi P
Synapse, Mar 2017 | DOI: 10.1002/syn.21972

Tags: 2017 , Hippocampus , Modelling , Neuroscience , Review

In Vivo Imaging of Dentate Gyrus Mossy Cells in Behaving Mice
Danielson NB, Turi GF, Ladow M, Chavlis S, Petrantonakis PC, Poirazi P, Losonczy A
Neuron, Feb 2017 | DOI: 10.1016/j.neuron.2016.12.019

Tags: 2017 , Circuit Model , DG , Hippocampus , Neuroscience

A novel and simple spike sorting implementation
Petrantonakis PC, Poirazi P
IEEE Transactions on Neural Systems and Rehabilitation Engineering, Dec 2016 | DOI: 10.1109/TNSRE.2016.2640858

Tags: 2016 , Machine Learning , Neuroscience , Spike Sorting

Linking Memories across Time via Neuronal and Dendritic Overlaps in Model Neurons with Active Dendrites
Kastellakis G, Silva AJ, Poirazi P
Cell Reports, Nov 2016 | DOI:  10.1016/j.celrep.2016.10.015

Tags: 2016 , Circuit Model , Dendrites , Dendritic Computations , Learning and Memory , Network Model , Neuroscience , Plasticity

Dendrites of dentate gyrus granule cells contribute to pattern separation by controlling sparsity
Chavlis S, Petrantonakis CP, Poirazi P
Hippocampus,  Oct 2016 | DOI: 10.1002/hipo.22675

Tags: 2016 , Circuit Model , Dendrites , Dendritic Computations , DG , Hippocampus , Network Model , Neuroscience

Balancing family with a successful career in neuroscience.
Poirazi P, Belin D, Gräff J, Hanganu‐Opatz I, López‐Bendito G
European Journal of Neuroscience, May 2016 | DOI: 10.1111/ejn.13280

Tags: 2016 , FKNE , Neuroscience , Perspective

Opening Up: open access publishing, data sharing, and how they can influence your neuroscience career
Spires-Jones TL, Poirazi P, Grubb MS
European Journal of Neuroscience, March 2016 | DOI: 10.1111/ejn.13234

Tags: 2016 , FKNE , Neuroscience , Perspective

The road to independence: how to get funding in neuroscience
Yaksi E, Poirazi P, Hanganu-Opatz I
European Journal of Neuroscience, Jan 2016 | DOI: 10.1111/ejn.13169

Tags: 2016 , FKNE , Neuroscience , Perspective

REMOD: A Tool for Analyzing and Remodeling the Dendritic Architecture of Neural Cells
Bozelos P, Stefanou SS, Bouloukakis G, Melachrinos C, Poirazi P
Frontiers in Neuroanatomy, January 2016 | DOI: 10.3389/fnana.2015.00156

Tags: 2016 , Bioinformatics , Neuroscience , Structure-Function

A Simple Method to Simultaneously Detect and Identify Spikes from Raw Extracellular Recordings
Petrantonakis PC, Poirazi P
Frontiers in Neuroscience, Dec 2015 | DOI: 10.3389/fnins.2015.00452

Tags: 2015 , Bioinformatics , Neuroscience , Spike Sorting

Emerging applications of read profiles towards the functional annotation of the genome
Pundhir S, Poirazi P, Gorodkin J
Frontiers in Genetics, May 2015 | DOI: 10.3389/fgene.2015.00188

Tags: 2015 , Bioinformatics , Review

MiRduplexSVM: A High-Performing MiRNA-Duplex Prediction and Evaluation Methodology
Karathanasis N, Tsamardinos I, Poirazi P
PLoS One, May 2015 | DOI: 10.1371/journal.pone.0126151

Tags: 2015 , Bioinformatics

The Hitchhiker’s Guide to a Neuroscience Career
Joëls M, Hoogenraad CC, Poirazi P, Di Luca M
Neuron, May 2015 | DOI: 10.1016/j.neuron.2015.04.002

Tags: 2015 , Neuroscience , Perspective

A computational study on how theta modulated inhibition can account for the long temporal windows in the entorhinal-hippocampal loop
Cutsuridis V, Poirazi P
Neurobiology of Learning and Memory, Apr 2015 | DOI: 10.1016/j.nlm.2015.02.002

Tags: 2015 , Hippocampus , Interneurons , Network Model , Neuroscience

Synaptic clustering within dendrites: An emerging theory of memory formation
Kastellakis G, Cai DJ, Mednick SC, Silva AJ, Poirazi P
Progress in Neurobiology, Mar 2015 | DOI: 10.1016/j.pneurobio.2014.12.002.

Tags: 2015 , Learning and Memory , Neuroscience , Review

Dentate Gyrus Circuitry Features Improve Performance of Sparse Approximation Algorithms
Petrantonakis PC, Poirazi P
PLoS One, Jan 2015 | DOI: 10.1371/journal.pone.0117023

Tags: 2015 , Hippocampus , Machine Learning , Neuroscience

A Simulation Study on the Effects of Dendritic Morphology on Layer V Prefontal Pyramidal Cell Firing Behavior
Psarrou M, Stefanou SS, Papoutsi A, Tzilivaki A, Cutsuridis V, Poirazi P
Frontiers in Cellular Neuroscience, Sep 2014 | DOI: 10.3389/fncel.2014.00287

Tags: 2014 , Dendrites , Dendritic Computations , Neuroscience , Structure-Function

A compressed sensing perspective of hippocampal function
Petrantonakis PC, Poirazi P
Frontiers in Systems Neuroscience, Aug 2014 | DOI: 10.3389/fnsys.2014.00141

Tags: 2014 , Hippocampus , Neuroscience , Perspective

Dendritic Nonlinearities Reduce Network Size Requirements and Mediate ON and OFF States of Persistent Activity in a PFC Microcircuit Model
Papoutsi A, Sidiropoulou K, Poirazi P
PLoS Computational Biology, Jul 2014 | DOI: 10.1371/journal.pcbi.1003764

Tags: 2014 , Circuit Model , Decision Making , Dendritic Computations , Learning and Memory , Prefrontal Cortex

GluA2 mRNA distribution and regulation by miR-124 in hippocampal neurons
Ho VM, Dallalzadeh LO, Karathanasis N, Keles MF, Vangala S, Grogan T, Poirazi P, Martin KC
Molecular and Cellular Neuroscience, Jul 2014 | DOI: 10.1016/j.mcn.2014.04.006.

Tags: 2014 , Bioinformatics , Hippocampus , Neuroscience

Don’t use a cannon to kill the … miRNA mosquito
Karathanasis N, Tsamardinos I, Poirazi P
Bioinformatics, Mar 2014 | DOI: 10.1093/bioinformatics/btu100.

Tags: 2014 , Bioinformatics

Coding and Decoding with Dendrites
Papoutsi A, Kastellakis G, Psarrou M, Anastasakis S, Poirazi P
Journal of Physiology-Paris, Feb 2014 | DOI: 10.1016/j.jphysparis.2013.05.003

Tags: 2014 , Dendrites , Dendritic Computations , Neuroscience , Review

Modulatory effects of inhibition on persistent activity in a cortical microcircuit model
Konstantoudaki X, Papoutsi A, Chalkiadaki K, Poirazi P, Sidiropoulou K
Frontiers in Neural Circuits, Jan 2014 | DOI: 10.3389/fncir.2014.00007

Tags: 2014 , Circuit Model , Interneurons , Learning and Memory , Prefrontal Cortex

Induction and modulation of persistent activity in a layer V PFC microcircuit model.
Papoutsi A, Sidiropoulou K, Cutsuridis V, Poirazi P
Frontiers in Neural Circuits, Oct 2013 | DOI: 10.3389/fncir.2013.00161

Tags: 2013 , Circuit Model , Learning and Memory , Neuroscience , Prefrontal Cortex

Modeling regulatory cascades using Artificial Neural Networks: the case of transcriptional regulatory networks shaped during the yeast stress response
Manioudaki ME, Poirazi P
Frontiers in Genetics, Jun 2013 | DOI: 10.3389/fgene.2013.00110

Tags: 2013 , Bioinformatics , Machine Learning

Computational modeling of the effects of amyloid-beta on release probability at hippocampal synapses
Romani A, Marchetti C, Bianchi D, Leinekugel X, Poirazi P, Migliore M, Marie H
Frontiers in Computational Neuroscience, Jan 2013 | DOI: 10.3389/fncom.2013.00001

Tags: 2013 , Hippocampus , Neural Computations , Neuroscience , Plasticity

A new microRNA target prediction tool identifies a novel interaction of a putative miRNA with CCND2
Oulas A, Karathanasis N, Louloupi A, Iliopoulos I, Kalantidis K, Poirazi P
RNA Biology, Sep 2012 | DOI: 10.4161/rna.21725

Tags: 2012 , Bioinformatics

Predictive Features of Persistent Activity Emergence in Regular Spiking and Intrinsic Bursting Model Neurons
Sidiropoulou K, Poirazi P
PLoS Computational Biology, Apr 2012 | DOI: 10.1371/journal.pcbi.1002489

Tags: 2012 , Biophysical Model , Dendrites , Dendritic Computations , Learning and Memory , Prefrontal Cortex , Single Neuron Model

Distinguishing linear vs. non-linear integration in CA1 radial oblique dendrites: it’s about time
Gómez González JF, Mel BW, Poirazi P
Frontiers in Computational Neuroscience, Nov 2011 | DOI: 10.3389/fncom.2011.00044

Tags: 2011 , Biophysical Model , CA1 , Dendrites , Dendritic Computations , Hippocampus , Neural Computations , Neuroscience , Single Neuron Model

A computational exploration of bacterial metabolic diversity identifying metabolic interactions and growth-efficient strain communities
Tzamali E, Poirazi P, Tollis IG, Reczko M
BMC Systems Biology, Oct 2011 | DOI: 10.1186/1752-0509-5-167

Tags: 2011 , Bioinformatics

Finding cancer-associated miRNAs: Methods and Tools
Oulas A, Karathanasis N, Louloupi A, Poirazi P
Molecular Biotechnology, May 2011 | DOI: 10.1007/s12033-011-9416-4

Tags: 2011 , Bioinformatics , Review

Encoding of Spatio-temporal Input Characteristics by a CA1 Pyramidal Neuron Model
Pissadaki EK, Sidiropoulou K, Reczko M, Poirazi P
PLoS Computational Biology, Dec 2010 | DOI: 10.1371/journal.pcbi.1001038

Tags: 2010 , Biophysical Model , CA1 , Dendritic Computations , Neural Computations , Neuroscience , Single Neuron Model

MatureBayes: a probabilistic algorithm for identifying the mature miRNA within novel precursors
Gkirtzou K, Tsamardinos I, Tsakalides P, Poirazi P
PLoS One, Aug 2010 | DOI: 10.1371/journal.pone.0011843

Tags: 2010 , Bioinformatics , Machine Learning

Neurofibromin regulates corticostriatal inhibitory networks during working memory performance
Shilyansky C, Karlsgodt KH, Cummings DM, Sidiropoulou K, Hardt M, James AS, Ehninger D, Bearden CE, Poirazi P, Jentsch JD, Cannon TD, Levine MS, Silva AJ
PNAS, Jul 2010 | DOI: 10.1073/pnas.1004829107

Tags: 2010 , Circuit Model , Interneurons , Neuroscience , Prefrontal Cortex

CREB regulates excitability and the allocation of memory to subsets of neurons in the amygdala
Zhou Y, Won J, Karlsson MG, Zhou M, Rogerson T, Balaji J, Neve R, Poirazi P, Silva AJ
Nature Neuroscience, Sep 2009 | DOI: 10.1038/nn.2405

Tags: 2009 , Amygdala , Learning and Memory , Neuroscience , Plasticity

Prediction of novel microRNA genes in cancer-associated genomic regions–a combined computational and experimental approach
Oulas A, Boutla A, Gkirtzou K, Reczko M, Kalantidis K, Poirazi P
Nucleic Acids Research, Mar 2009 | DOI: 10.1093/nar/gkp120

Tags: 2009 , Bioinformatics

MicroRNAs and Cancer-the search begins!
Oulas A, Reczko M, Poirazi P
IEEE Transactions on Information Technology in Biomedicine, Jan 2009 | DOI: 10.1109/TITB.2008.2007086

Tags: 2009 , Bioinformatics , Review

Improved grading and survival prediction of human astrocytic brain tumors by artificial neural network analysis of gene expression microarray data
Petalidis LP, Oulas A, Backlund M, Wayland MT, Liu L, Plant K, Happerfield L, Freeman TC, Poirazi P, Collins VP
Molecular Cancer Therapeutics, May 2008 | DOI: 10.1158/1535-7163.mct-07-0177

Tags: 2008 , Bioinformatics , Machine Learning

Differential effects of corticosterone on the slow afterhyperpolarization in the basolateral amygdala and CA1 region: possible role of calcium channel subunits
Liebmann L, Karst H, Sidiropoulou K, van Gemert N, Meijer OC, Poirazi P, Joëls M
Journal of Neurophysiology, 01 Feb 2008 | DOI: 10.1152/jn.01137.2007

Tags: 2008 , Amygdala , Biophysical Model , CA1 , Hippocampus , Neural Computations , Neuroscience , Single Neuron Model

Modulation of excitability in CA1 pyramidal neurons via the interplay of EC and CA3 inputs
Pissadaki EK, Poirazi P
Neurocomputing, Jun 2007 | DOI: 10.1016/j.neucom.2006.10.098

Tags: 2007 , CA1 , Dendritic Computations , Hippocampus , Single Neuron Model

Modeling stress-induced adaptations in Ca2+ dynamics
Sidiropoulou K, Joels M, Poirazi P
Neurocomputing, Jun 2007 | DOI: 10.1016/j.neucom.2006.10.068

Tags: 2007 , Hippocampus , Neuroscience , Single Neuron Model , Stress

Use of artificial neural networks and a gamma-concept-based approach to model growth of and bacteriocin production by Streptococcus macedonicus ACA-DC 198 under conditions simulating Kasseri cheese technology
Poirazi P, Leroy F, Georgalaki MD, Aktypis A, De Vuyst L, Tsakalidou E
Applied and Environmental Microbiology, Feb 2007 | DOI:

Tags: 2007 , Bioinformatics , Machine Learning

Inside the brain of a neuron
Sidiropoulou K, Pissadaki EK, Poirazi P
EMBO Reports, Aug 2006 | DOI: 10.1038/sj.embor.7400789

Tags: 2006 , Dendrites , Dendritic Computations , Neural Computations , Neuroscience , Review

Individualized markers optimize class prediction of microarray data
Pavlidis P, Poirazi P
BMC Bioinformatics, Jul 2006 |DOI: 10.1186/1471-2105-7-345

Tags: 2006 , Bioinformatics

Modelling reduced excitability in aged CA1 neurons as a calcium-dependent process
Markaki M, Orphanoudakis S, Poirazi P
Neurocomputing, Jun 2005 | DOI: 10.1016/j.neucom.2004.10.023

Tags: 2005 , Biophysical Model , Hippocampus , Neural Computations , Single Neuron Model

Classification Capacity of a Modular Neural Network Implementing Neurally Inspired Architecture and Training
Poirazi P, Neocleous C, Pattichis CS, Schizas CN
IEEE Transactions on Neural Networks, May 2004 | DOI: 10.1109/TNN.2004.826225

Tags: 2004 , Dendrites , Learning and Memory , Machine Learning

Arithmetic of Subthreshold Synaptic Summation in a Model CA1 Pyramidal Cell
Poirazi P, Brannon T, Mel BW
Neuron, Mar 2003 | DOI: 10.1016/s0896-6273(03)00148-x


Tags: 2003 , Biophysical Model , CA1 , Dendritic Computations , Hippocampus , Neural Computations , Neuroscience , Single Neuron Model

Pyramidal Neuron as 2-Layer Neural Network
Poirazi P, Brannon T, Mel BW
Neuron, Mar 2003 | DOI: 10.1016/s0896-6273(03)00149-1


Tags: 2003 , Biophysical Model , CA1 , Dendritic Computations , Hippocampus , Machine Learning , Neural Computations , Neuroscience , Single Neuron Model

Impact of Active Dendritic Processing and Structural Plasticity on Learning and Memory
Poirazi P, Mel BW
Neuron, Mar 2001 | DOI: 10.1016/s0896-6273(01)00252-5


Tags: 2001 , Dendrites , Dendritic Computations , Dendritic Plasticity , Learning and Memory , Machine Learning , Neural Computations , Structure-Function

Choice and value flexibility jointly contribute to the capacity of a subsampled quadratic classifier
Poirazi P, Mel BW
Neural Computation, May 2000 | DOI: 10.1162/089976600300015556

Tags: 2000 , Dendrites , Dendritic Computations , Learning and Memory , Machine Learning , Neuroscience

Towards the Memory Capacity of Neurons with Active Dendrites
Poirazi P, Mel BW
Neurocomputing, Jun 1999 | DOI:10.1016/S0925-2312(99)00078-8

Tags: 1999 , Dendrites , Dendritic Computations , Dendritic Plasticity , Neural Computations , Neuroscience , Single Neuron Model