Advanced search
User account
Login
Register
Find models by
Model name
First author
Each author
Find models for
Brain region
Concept
Find models of
Realistic Microcircuits
Connectionist Networks
Electrostimulation to reduce synaptic scaling driven progression of Alzheimers (Rowan et al. 2014)
Download zip file
Auto-launch
Help downloading and running models
Model Information
Model File
Accession:
154096
"... As cells die and synapses lose their drive, remaining cells suffer an initial decrease in activity. Neuronal homeostatic synaptic scaling then provides a feedback mechanism to restore activity. ... The scaling mechanism increases the firing rates of remaining cells in the network to compensate for decreases in network activity. However, this effect can itself become a pathology, ... Here, we present a mechanistic explanation of how directed brain stimulation might be expected to slow AD progression based on computational simulations in a 470-neuron biomimetic model of a neocortical column. ... "
Reference:
1 .
Rowan MS, Neymotin SA, Lytton WW (2014) Electrostimulation to reduce synaptic scaling driven progression of Alzheimer's disease.
Front Comput Neurosci
8
:39
[
PubMed
]
Citations
Citation Browser
Model Information
(Click on a link to find other models with that property)
Model Type:
Realistic Network;
Brain Region(s)/Organism:
Neocortex;
Cell Type(s):
Neocortex L5/6 pyramidal GLU cell;
Neocortex L2/3 pyramidal GLU cell;
Neocortex V1 interneuron basket PV GABA cell;
Neocortex fast spiking (FS) interneuron;
Neocortex spiny stellate cell;
Neocortex spiking regular (RS) neuron;
Neocortex spiking low threshold (LTS) neuron;
Channel(s):
Gap Junctions:
Receptor(s):
GabaA;
AMPA;
NMDA;
Gene(s):
Transmitter(s):
Gaba;
Glutamate;
Simulation Environment:
NEURON;
Python;
Model Concept(s):
Long-term Synaptic Plasticity;
Aging/Alzheimer`s;
Deep brain stimulation;
Homeostasis;
Implementer(s):
Lytton, William [bill.lytton at downstate.edu];
Neymotin, Sam [Samuel.Neymotin at nki.rfmh.org];
Rowan, Mark [m.s.rowan at cs.bham.ac.uk];
Search NeuronDB
for information about:
Neocortex L5/6 pyramidal GLU cell
;
Neocortex L2/3 pyramidal GLU cell
;
Neocortex V1 interneuron basket PV GABA cell
;
GabaA
;
AMPA
;
NMDA
;
Gaba
;
Glutamate
;
/
RowanEtAl2014
mod
infot.mod
*
Other models using infot.mod:
Cortical model with reinforcement learning drives realistic virtual arm (Dura-Bernal et al 2015)
Motor cortex microcircuit simulation based on brain activity mapping (Chadderdon et al. 2014)
Prosthetic electrostimulation for information flow repair in a neocortical simulation (Kerr 2012)
Reinforcement learning of targeted movement (Chadderdon et al. 2012)
Sensorimotor cortex reinforcement learning of 2-joint virtual arm reaching (Neymotin et al. 2013)
Synaptic information transfer in computer models of neocortical columns (Neymotin et al. 2010)
intf6.mod
*
Other models using intf6.mod:
Cortical model with reinforcement learning drives realistic virtual arm (Dura-Bernal et al 2015)
Motor cortex microcircuit simulation based on brain activity mapping (Chadderdon et al. 2014)
Reinforcement learning of targeted movement (Chadderdon et al. 2012)
Sensorimotor cortex reinforcement learning of 2-joint virtual arm reaching (Neymotin et al. 2013)
intfsw.mod
*
Other models using intfsw.mod:
Cortical model with reinforcement learning drives realistic virtual arm (Dura-Bernal et al 2015)
Motor cortex microcircuit simulation based on brain activity mapping (Chadderdon et al. 2014)
Prosthetic electrostimulation for information flow repair in a neocortical simulation (Kerr 2012)
Reinforcement learning of targeted movement (Chadderdon et al. 2012)
Synaptic information transfer in computer models of neocortical columns (Neymotin et al. 2010)
Synaptic scaling balances learning in a spiking model of neocortex (Rowan & Neymotin 2013)
misc.mod
*
Other models using misc.mod:
Boolean network-based analysis of the apoptosis network (Mai and Liu 2009)
Cortical model with reinforcement learning drives realistic virtual arm (Dura-Bernal et al 2015)
Motor cortex microcircuit simulation based on brain activity mapping (Chadderdon et al. 2014)
Reinforcement learning of targeted movement (Chadderdon et al. 2012)
Sensorimotor cortex reinforcement learning of 2-joint virtual arm reaching (Neymotin et al. 2013)
Synaptic scaling balances learning in a spiking model of neocortex (Rowan & Neymotin 2013)
myfft.mod
*
Other models using myfft.mod:
Synaptic scaling balances learning in a spiking model of neocortex (Rowan & Neymotin 2013)
nstim.mod
*
Other models using nstim.mod:
Computational Surgery (Lytton et al. 2011)
Cortical model with reinforcement learning drives realistic virtual arm (Dura-Bernal et al 2015)
Emergence of physiological oscillation frequencies in neocortex simulations (Neymotin et al. 2011)
JitCon: Just in time connectivity for large spiking networks (Lytton et al. 2008)
Motor cortex microcircuit simulation based on brain activity mapping (Chadderdon et al. 2014)
Prosthetic electrostimulation for information flow repair in a neocortical simulation (Kerr 2012)
Reinforcement learning of targeted movement (Chadderdon et al. 2012)
Sensorimotor cortex reinforcement learning of 2-joint virtual arm reaching (Neymotin et al. 2013)
Synaptic scaling balances learning in a spiking model of neocortex (Rowan & Neymotin 2013)
The virtual slice setup (Lytton et al. 2008)
Tonic-clonic transitions in a seizure simulation (Lytton and Omurtag 2007)
place.mod
*
Other models using place.mod:
Cortical model with reinforcement learning drives realistic virtual arm (Dura-Bernal et al 2015)
Synaptic scaling balances learning in a spiking model of neocortex (Rowan & Neymotin 2013)
sampen.mod
*
Other models using sampen.mod:
Synaptic scaling balances learning in a spiking model of neocortex (Rowan & Neymotin 2013)
staley.mod
*
Other models using staley.mod:
Motor cortex microcircuit simulation based on brain activity mapping (Chadderdon et al. 2014)
Prosthetic electrostimulation for information flow repair in a neocortical simulation (Kerr 2012)
Synaptic scaling balances learning in a spiking model of neocortex (Rowan & Neymotin 2013)
stats.mod
*
Other models using stats.mod:
Computational Surgery (Lytton et al. 2011)
Emergence of physiological oscillation frequencies in neocortex simulations (Neymotin et al. 2011)
Prosthetic electrostimulation for information flow repair in a neocortical simulation (Kerr 2012)
Synaptic scaling balances learning in a spiking model of neocortex (Rowan & Neymotin 2013)
tsa.mod
*
Other models using tsa.mod:
Synaptic scaling balances learning in a spiking model of neocortex (Rowan & Neymotin 2013)
updown.mod
*
Other models using updown.mod:
Cortical model with reinforcement learning drives realistic virtual arm (Dura-Bernal et al 2015)
In silico hippocampal modeling for multi-target pharmacotherapy in schizophrenia (Sherif et al 2020)
Reinforcement learning of targeted movement (Chadderdon et al. 2012)
Synaptic information transfer in computer models of neocortical columns (Neymotin et al. 2010)
Synaptic scaling balances learning in a spiking model of neocortex (Rowan & Neymotin 2013)
vecst.mod
*
Other models using vecst.mod:
Boolean network-based analysis of the apoptosis network (Mai and Liu 2009)
Ca+/HCN channel-dependent persistent activity in multiscale model of neocortex (Neymotin et al 2016)
Computational Surgery (Lytton et al. 2011)
Computer models of corticospinal neurons replicate in vitro dynamics (Neymotin et al. 2017)
Cortical model with reinforcement learning drives realistic virtual arm (Dura-Bernal et al 2015)
Ih tunes oscillations in an In Silico CA3 model (Neymotin et al. 2013)
In silico hippocampal modeling for multi-target pharmacotherapy in schizophrenia (Sherif et al 2020)
Motor cortex microcircuit simulation based on brain activity mapping (Chadderdon et al. 2014)
Multitarget pharmacology for Dystonia in M1 (Neymotin et al 2016)
Neuronal dendrite calcium wave model (Neymotin et al, 2015)
Prosthetic electrostimulation for information flow repair in a neocortical simulation (Kerr 2012)
Reinforcement learning of targeted movement (Chadderdon et al. 2012)
Sensorimotor cortex reinforcement learning of 2-joint virtual arm reaching (Neymotin et al. 2013)
Synaptic scaling balances learning in a spiking model of neocortex (Rowan & Neymotin 2013)
bpf.h
*
Other models using bpf.h:
Cortical model with reinforcement learning drives realistic virtual arm (Dura-Bernal et al 2015)
Synaptic scaling balances learning in a spiking model of neocortex (Rowan & Neymotin 2013)
misc.h
*
Other models using misc.h:
Boolean network-based analysis of the apoptosis network (Mai and Liu 2009)
Cortical model with reinforcement learning drives realistic virtual arm (Dura-Bernal et al 2015)
Motor cortex microcircuit simulation based on brain activity mapping (Chadderdon et al. 2014)
Reinforcement learning of targeted movement (Chadderdon et al. 2012)
Sensorimotor cortex reinforcement learning of 2-joint virtual arm reaching (Neymotin et al. 2013)
Synaptic scaling balances learning in a spiking model of neocortex (Rowan & Neymotin 2013)
mkmod
*
Other models using mkmod:
Synaptic scaling balances learning in a spiking model of neocortex (Rowan & Neymotin 2013)
parameters.multi
*
Other models using parameters.multi:
Synaptic scaling balances learning in a spiking model of neocortex (Rowan & Neymotin 2013)
File not selected
<- Select file from this column.