An efficient automated parameter tuning framework for spiking neural networks (Q30570736)

13 October 2017

An efficient automated parameter tuning framework for spiking neural networks (English)

1 reference

artificial neural network

13 October 2017

1 reference

4

1 reference

13 October 2017

Kristofor D Carlson

1

1 reference

PMCID

3912986

13 October 2017

Jayram Moorkanikara Nageswaran

series ordinal

2

1 reference

PMCID

3912986

13 October 2017

Nikil Dutt

series ordinal

3

1 reference

13 October 2017

4 February 2014

1 reference

Frontiers in Neuroscience

13 October 2017

1 reference

13 October 2017

8

1 reference

13 October 2017

10

1 reference

Synthesizing cognition in neuromorphic electronic systems

13 October 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3912986

Using a hybrid neuron in physiologically inspired models of the basal ganglia

20 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3912986

Realtime cerebellum: a large-scale spiking network model of the cerebellum that runs in realtime using a graphics processing unit

20 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3912986

Six networks on a universal neuromorphic computing substrate

20 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3912986

A large-scale model of the functioning brain

20 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3912986

Simulating spiking neural networks on GPU.

20 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3912986

Using evolutionary algorithms for fitting high-dimensional models to neuronal data.

20 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3912986

An efficient simulation environment for modeling large-scale cortical processing

20 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3912986

Real-time simulation of a spiking neural network model of the basal ganglia circuitry using general purpose computing on graphics processing units

20 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3912986

Neuromorphic silicon neuron circuits.

20 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3912986

A comprehensive workflow for general-purpose neural modeling with highly configurable neuromorphic hardware systems

20 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3912986

Homeostatic Plasticity and STDP: Keeping a Neuron's Cool in a Fluctuating World

20 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3912986

Fitting neuron models to spike trains.

20 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3912986

The use of automated parameter searches to improve ion channel kinetics for neural modeling.

20 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3912986

On the probabilistic optimization of spiking neural networks

20 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3912986

OpenCL: A Parallel Programming Standard for Heterogeneous Computing Systems

20 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3912986

20 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3912986

A high-throughput screening approach to discovering good forms of biologically inspired visual representation

20 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3912986

Automated neuron model optimization techniques: a review

20 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3912986

Large-scale modeling - a tool for conquering the complexity of the brain.

20 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3912986

Synaptic theory of working memory.

20 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3912986

Large-scale model of mammalian thalamocortical systems

20 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3912986

Spike timing-dependent plasticity: a Hebbian learning rule.

20 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3912986

20 June 2018

The blue brain project

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3912986

Adaptive exponential integrate-and-fire model as an effective description of neuronal activity.

20 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3912986

A taxonomy for artificial embryogeny

20 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3912986

20 June 2018

Relating STDP to BCM.

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3912986

Synaptic plasticity: taming the beast

20 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3912986

Stable Hebbian learning from spike timing-dependent plasticity.

20 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3912986

Competitive Hebbian learning through spike-timing-dependent synaptic plasticity

20 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3912986

Dynamical approaches to cognitive science

20 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3912986

Synaptic modifications in cultured hippocampal neurons: dependence on spike timing, synaptic strength, and postsynaptic cell type

20 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3912986

Synaptic plasticity in a cerebellum-like structure depends on temporal order

20 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3912986

An evaluation of the two-dimensional Gabor filter model of simple receptive fields in cat striate cortex

20 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3912986

A scalable neural chip with synaptic electronics using CMOS integrated memristors

20 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3912986

An enhanced hypercube-based encoding for evolving the placement, density, and connectivity of neurons.

26 November 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3912986

Optimizing ion channel models using a parallel genetic algorithm on graphical processors.

26 November 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3912986

Autonomous evolution of topographic regularities in artificial neural networks.

26 November 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3912986

Integrated feature and parameter optimization for an evolving spiking neural network: exploring heterogeneous probabilistic models.

26 November 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3912986

A configurable simulation environment for the efficient simulation of large-scale spiking neural networks on graphics processors.

26 November 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3912986

A hypercube-based encoding for evolving large-scale neural networks.

26 November 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3912986

Simple model of spiking neurons.

26 November 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3912986

26 November 2018

Neuromorphic Microchips.

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3912986

Spike-timing dynamics of neuronal groups.

26 November 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3912986

Stability of the memory of eye position in a recurrent network of conductance-based model neurons.

26 November 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3912986

Orientation specificity of cells in cat striate cortex

26 November 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3912986

Alternative to hand-tuning conductance-based models: construction and analysis of databases of model neurons

26 November 2018

1 reference

PubMed

https://pubmed.ncbi.nlm.nih.gov/24550771

inferred from PubMed ID database lookup

12 December 2020

based on heuristic

1 reference

PubMed

https://pubmed.ncbi.nlm.nih.gov/24550771

inferred from PubMed ID database lookup

12 December 2020

based on heuristic

A distributed computing tool for generating neural simulation databases

1 reference

PubMed

https://pubmed.ncbi.nlm.nih.gov/24550771

inferred from PubMed ID database lookup

12 December 2020

based on heuristic

Identifiers

DOI

10.3389/FNINS.2014.00010

1 reference

13 October 2017

1 reference

13 October 2017

1 reference

PMCID

3912986