Cargando…

Optimal noise level for coding with tightly balanced networks of spiking neurons in the presence of transmission delays

Neural circuits consist of many noisy, slow components, with individual neurons subject to ion channel noise, axonal propagation delays, and unreliable and slow synaptic transmission. This raises a fundamental question: how can reliable computation emerge from such unreliable components? A classic s...

Descripción completa

Detalles Bibliográficos
Autores principales:	Timcheck, Jonathan, Kadmon, Jonathan, Boahen, Kwabena, Ganguli, Surya
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Public Library of Science 2022
Materias:	Research Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9576105/ https://www.ncbi.nlm.nih.gov/pubmed/36251693 http://dx.doi.org/10.1371/journal.pcbi.1010593

Ejemplares similares

Neuronal spike-train responses in the presence of threshold noise
por: Coombes, S., et al.
Publicado: (2012)

Noise-enhanced coding in phasic neuron spike trains
por: Ly, Cheng, et al.
Publicado: (2017)

The adaptation of spike backpropagation delays in cortical neurons
por: Buskila, Yossi, et al.
Publicado: (2013)

SuperSpike: Supervised Learning in Multilayer Spiking Neural Networks
por: Zenke, Friedemann, et al.
Publicado: (2018)

Non-instantaneous synaptic transmission in spiking neuron networks and equivalence with delay distribution
por: Biggio, Matteo, et al.
Publicado: (2013)

Prospective Coding by Spiking Neurons
por: Brea, Johanni, et al.
Publicado: (2016)

Information Transmission in Delay-Coupled Neuronal Circuits in the Presence of a Relay Population
por: Sánchez-Claros, Jaime, et al.
Publicado: (2021)

Neuronal On- and Off-type heterogeneities improve population coding of envelope signals in the presence of stimulus-induced noise
por: Hofmann, Volker, et al.
Publicado: (2020)

Predictive Coding of Dynamical Variables in Balanced Spiking Networks
por: Boerlin, Martin, et al.
Publicado: (2013)

Poisson balanced spiking networks
por: Rullán Buxó, Camille E., et al.
Publicado: (2020)

Signal-to-noise ratio of binned spike-counts and the timescales of neural coding
por: Zacksenhouse, Miriam, et al.
Publicado: (2010)

Synaptic balancing: A biologically plausible local learning rule that provably increases neural network noise robustness without sacrificing task performance
por: Stock, Christopher H., et al.
Publicado: (2022)

Structured chaos shapes spike-response noise entropy in balanced neural networks
por: Lajoie, Guillaume, et al.
Publicado: (2014)

Spike Code Flow in Cultured Neuronal Networks
por: Tamura, Shinichi, et al.
Publicado: (2016)

Spike timing dependent plasticity promotes synchrony in inhibitory networks in presence of heterogeneity and noise
por: Talathi, Sachin S, et al.
Publicado: (2007)

A Delay Learning Algorithm Based on Spike Train Kernels for Spiking Neurons
por: Wang, Xiangwen, et al.
Publicado: (2019)

Optimal spike pattern v.s. noise separation by neurons equipped with STDP
por: Masquelier, Timothée, et al.
Publicado: (2013)

Coherent noise enables probabilistic sequence replay in spiking neuronal networks
por: Bouhadjar, Younes, et al.
Publicado: (2023)

microRNAs Sculpt Neuronal Communication in a Tight Balance That Is Lost in Neurological Disease
por: Thomas, Kristen T., et al.
Publicado: (2018)

A memristive spiking neuron with firing rate coding
por: Ignatov, Marina, et al.
Publicado: (2015)

Balancing the critical period of spiking neurons with attractor-less STDP
por: Vogt, Simon M, et al.
Publicado: (2015)

Adaptive tight frame based multiplicative noise removal
por: Zhou, Weifeng, et al.
Publicado: (2016)

Structured chaos shapes joint spike-response noise entropy in temporally driven balanced networks
por: Lajoie, Guillaume, et al.
Publicado: (2014)

Academic Performance of Students with the Highest and Mediocre School-leaving Grades: Does the Aptitude Test for Medical Studies (TMS) Balance Their Prognoses?
por: Kadmon, Guni, et al.
Publicado: (2016)

Shifting Spike Times or Adding and Deleting Spikes—How Different Types of Noise Shape Signal Transmission in Neural Populations
por: Voronenko, Sergej O, et al.
Publicado: (2015)

Correlation transmission of spiking neurons is boosted by synchronous input
por: Schultze-Kraft, Matthias, et al.
Publicado: (2011)

Decision-making in a population of spiking neurons shaped by dynamics of intrinsic noise
por: Richardson, Lydia, et al.
Publicado: (2014)

Impacts of clustering on noise-induced spiking regularity in the excitatory neuronal networks of subnetworks
por: Li, Huiyan, et al.
Publicado: (2015)

Information coding by single spikes and bursts in thalamocortical relay neurons
por: Zeldenrust, Fleur, et al.
Publicado: (2011)

Spike Timing and Reliability in Cortical Pyramidal Neurons: Effects of EPSC Kinetics, Input Synchronization and Background Noise on Spike Timing
por: Rodriguez-Molina, Victor M., et al.
Publicado: (2007)

A dynamic spike threshold with correlated noise predicts observed patterns of negative interval correlations in neuronal spike trains
por: Sidhu, Robin S., et al.
Publicado: (2022)

Dynamics of Competition between Subnetworks of Spiking Neuronal Networks in the Balanced State
por: Lagzi, Fereshteh, et al.
Publicado: (2015)

The Dynamics of Balanced Spiking Neuronal Networks Under Poisson Drive Is Not Chaotic
por: Gu, Qing-long L., et al.
Publicado: (2018)

Neural oscillations as a signature of efficient coding in the presence of synaptic delays
por: Chalk, Matthew, et al.
Publicado: (2016)

Weak Noise in Neurons May Powerfully Inhibit the Generation of Repetitive Spiking but Not Its Propagation
por: Tuckwell, Henry C., et al.
Publicado: (2010)

Efficient Transmission of Subthreshold Signals in Complex Networks of Spiking Neurons
por: Torres, Joaquin J., et al.
Publicado: (2015)

Maps based on the phase resetting curve explain spike statistics of coupled neural oscillators observed in the presence of noise
por: Achuthan, Srisairam, et al.
Publicado: (2010)

Delay Selection by Spike-Timing-Dependent Plasticity in Recurrent Networks of Spiking Neurons Receiving Oscillatory Inputs
por: Kerr, Robert R., et al.
Publicado: (2013)

How good is grid coding versus place coding for navigation using noisy, spiking neurons?
por: Mathis, Alexander, et al.
Publicado: (2010)

Tight junctions and their regulation by non-coding RNAs
por: Zhao, Xiaojiao, et al.
Publicado: (2021)

Cannot write session to /tmp/vufind_sessions/sess_t42b2b7rf0h4k483du7a8f6dhs