PhD Conference Tammo Ippen 150923 Conference Tammo Ippen 150923.… · t On December 7-9, 2015 in...
Transcript of PhD Conference Tammo Ippen 150923 Conference Tammo Ippen 150923.… · t On December 7-9, 2015 in...
Mitg
lied
in d
er H
elm
holtz
-Gem
eins
chaf
t
NESTML A Domain Specific Language for Creating Neuron and Synapse Models for the NEST Simulator21.-23. September 2015 | Tammo Ippen
Mitg
lied
in d
er H
elm
holtz
-Gem
eins
chaf
t
2
Models of Neurons in NEST
Mitg
lied
in d
er H
elm
holtz
-Gem
eins
chaf
t
3
Models of Synapses in NEST
Mitg
lied
in d
er H
elm
holtz
-Gem
eins
chaf
t
• C++ classes, which are embedded in the NEST infrastructure • Requires deep knowledge in neuroscience, C++ and NEST • Error prone, repetitive, not concise • Maintenance intensive
➢ Developed the NEST Modelling Language (NESTML) • A domain specific language with clean and concise syntax • Describe neuron and synapse models with neuroscience concepts • Describe dynamics as a set of ODE or in an imperative way • Supports the modeler with syntactic and semantic checks for plausible
models
4
Implementing Models in NEST
Mitg
lied
in d
er H
elm
holtz
-Gem
eins
chaf
t
5
Example Neuron Model (excerpt)
Mitg
lied
in d
er H
elm
holtz
-Gem
eins
chaf
t
6
Conclusion
Mitg
lied
in d
er H
elm
holtz
-Gem
eins
chaf
t
7
Collaborators
Prof. Dr. M. Diesmann
Dr. J. M. Eppler
T. Ippen
Prof. Dr. A. Morrison Prof. Dr. B. Rumpe
Prof. Dr. H.-E. Plesser
I. Blundell D. Plotnikov
P. M. S. Nazari
Mitg
lied
in d
er H
elm
holtz
-Gem
eins
chaf
t
On December 7-9, 2015 in Aachen, Germany.
Information and registration: Will be announced!
8
Invitation: NESTML Community Workshop
The workshop is supported by the JARA-HPC Seed Fund NESTML - A modelling language for spiking neuron and synapse models for NEST and the Hemholtz Portfolio Theme Simulation and Modeling for the Human Brain.