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STDP synapse and IAF neuron generation for the compartmental feature [WIP] #1103

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@LeanderEwert LeanderEwert commented Sep 24, 2024

Making the creation of NESTML synapses compatible with the compartmental feature requires adjustments, as the compartmental neuron generation pipeline constructs neurons in a fundamentally different way. Since NESTML synapses are paired with their post-synaptic neuron during generation, the STDP feature must be specifically implemented for the compartmental pipeline.

The lack of cross-compartment or global variable access has made it impossible, or at least very difficult and unintuitive, to write IAF neurons.

The solutions to both problems have significant overlap, which is why both will be addressed in this pull request.

C.A.P. Linssen and others added 30 commits April 27, 2022 13:59
…plates_fix

Maint/updated jinja templates fix
…plates_fix

Maint/updated jinja templates fix
…erEwert_vectorization

# Conflicts:
#	models/neurons/aeif_cond_alpha_neuron.nestml
#	models/neurons/hh_psc_alpha_neuron.nestml
#	models/neurons/iaf_cond_alpha_neuron.nestml
#	models/neurons/iaf_cond_beta_neuron.nestml
#	models/neurons/iaf_cond_exp_neuron.nestml
#	models/neurons/iaf_psc_exp.nestml
#	models/neurons/terub_gpe_neuron.nestml
#	models/neurons/terub_stn_neuron.nestml
#	models/neurons/traub_psc_alpha_neuron.nestml
#	models/neurons/wb_cond_exp_neuron.nestml
#	pynestml/codegeneration/nest_compartmental_code_generator.py
#	pynestml/utils/mechs_info_enricher.py
#	pynestml/utils/messages.py
#	setup.py
#	tests/nest_compartmental_tests/compartmental_model_test.py
#	tests/valid/CoCoOutputPortDefinedIfEmitCall.nestml
…nd excluded the comparison of gating variables for the passive compartments.
…wert_cm_stdp

# Conflicts:
#	pynestml/codegeneration/nest_compartmental_code_generator.py
#	pynestml/codegeneration/printers/cpp_function_call_printer.py
#	tests/nest_compartmental_tests/resources/continuous_test.nestml
#	tests/nest_tests/stdp_triplet_synapse_test.py
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5 participants