Synaptic Clustering and Memory Formation
Kastellakis G, Poirazi P
Frontiers in Molecular Neuroscience, 6 Dec 2019 | 10.3389/fnmol.2019.00300

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

Challenging the point neuron dogma: FS basket cells as 2-stage nonlinear integrators
Tzilivaki A, Kastellakis G, Poirazi P
Nature Communications, 14 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

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, 20 Mar 2019 | DOI: 10.1016/j.neuron.2019.01.009

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

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, 29 January 2018 | DOI: 10.1038/s41467-017-02751-2

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

Bozelos P, Poirazi P
Impact of Structural Plasticity on Memory Capacity. In: van Ooyen A, Butz-Ostendorf M (eds) The Rewiring Brain: A computational approach to structural plasticity in the adult brain, pp. 319-341. Academic Press (2017) | DOI: 10.1016/B978-0-12-803784-3.00015-9

Tags: 2017 , Learning and Memory , Neuroscience , Plasticity

…with Love, from Post to Pre
Poirazi P, Kastellakis G
Neuron, 27 Sep 2017 | DOI: 10.1016/j.neuron.2017.09.02

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

Linking Memories across Time via Neuronal and Dendritic Overlaps in Model Neurons with Active Dendrites
Kastellakis G, Silva AJ, Poirazi P
Cell Reports, 01 Nov 2016 | DOI:  10.1016/j.celrep.2016.10.015

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

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

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, 31 Jul 2014 | DOI: 10.1371/journal.pcbi.1003764

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

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, 31 Jan 2014 | DOI: 10.3389/fncir.2014.00007

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

Kastellakis G, Poirazi P
Cellular and dendritic memory allocation. In: Cuntz H, Remme M, Torben-Nielsen B (eds) The Computing Dendrite, Springer Series in Computational Neuroscience, vol. 11, pp. 415-432. Springer, New York, NY (2014) | DOI: 10.1007/978-1-4614-8094-5_25

Tags: 2013 , Dendritic Computations , Learning and Memory , Neuroscience

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, 9 Oct 2013 | DOI: 10.3389/fncir.2013.00161

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

Predictive Features of Persistent Activity Emergence in Regular Spiking and Intrinsic Bursting Model Neurons
Sidiropoulou K, Poirazi P
PLoS Computational Biology, 26 Apr 2012 | DOI: 10.1371/journal.pcbi.1002489

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

Papoutsi A, Sidiropoulou K, Poirazi P
Memory beyond synaptic plasticity: The role of intrinsic neuronal excitability. In: Memory Mechanisms in Health and Disease: Mechanistic basis of memory, pp. 53-80. World Scientific Publishing Co (2012) | DOI: 10.1142/9789814366700_0003

Tags: 2012 , Learning and Memory , Neuroscience , Plasticity

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, 27 Sep 2009 | DOI: 10.1038/nn.2405

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

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, 10 May 2004 | DOI: 10.1109/TNN.2004.826225

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

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, 01 May 2000 | DOI: 10.1162/089976600300015556

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