Milestones accompanied by publications
Task&Milestone | Title | Reference |
Task 1 M18 | Scientific report on connectivity concepts and models | |
Task 3 M24 | Technical report: connectivity concepts and models translated to physical network requirements | |
Task 3 M24 | Scientific report on new algorithms and data structures for conventional HPC systems (INM-6) | |
Task 4 M36 | First performance assessments based on FPGA-based virtual prototypes (not closed) | |
Task 6 M14 | Scientific report comparing the performance of various ODE-solver strategies wrt. stability under consideration of stiffness, nonlinearities, and ODE complexity | Report available on ACA GitLab |
Task 7 M18 | Optimized specifications for memristive devices | |
Task 8 M6 | First compact models for ECM and VCM type ReRAM devices | |
Task 12 M12 | Report on suitable modeling environment | Report available on ACA GitLab |
Task 12 M36 | Technical report on achieved performance metrics | |
Task 13 M32 | NESTML 4.0 + ODE-toolbox 2.3 release | NESTML 4.0 release: (Jul 2021, https://github.com/nest/nestml/), ODE-toolbox 2.3 release (Jun 2021, https://github.com/nest/ode-toolbox) |
Task 14 M40 | Hybrid NC Node Architecture Publication | |
Task 15 M20 | Implementation and validation of reference networks with specific feature complexity | |
Task 17 M24 | Development of an initial concept for prototype integration including network, storage and user management | First reduced version availabe on ACA GitLab |
Task 18 M23 | Document: RequirementsfromScienceTestCases | Table available on ACA GitLab |
Task 20 M6 | Scientific reports on modeling active dendrites based on point-neuron models and on a biologically plausible and resource efficient form of noise generation for stochastic network models | Jordan et al., 2019; Bouhadjar et al. 2019; Bouhadjar et al. 2022 |
Task 20 M18 | Lectures on neuroscientific constraints and potential optimization strategies | Neuromorphic tea; Schedule available on ACA GitLab |
Task 21 M6 | Scientific report on effect of delay distributions on recurrent network dynamics | master thesis, Helin 2019 |
Task 21 M12 | Scientific report on effect of limited synaptic-weight resolution on dynamics and function of recurrent neural networks | Dasbach et al. 2021, master thesis Dasbach 2020 |
Task 21 M36 | Scientific report on role of synaptic (memristive) stochasticity in a neural circuit performing sequence learning and prediction | |
Task 22 M12 | Publication of a documented set of science and test cases | Available on ACA GitLab: bachelor thesis Kempter 2022 |
Task 23 M24 | Publication on benchmarking workflow and analysis tools | |
Task 24.2 M24 | Scientific report on bottlenecks of internode communications in classical HPC systems | Report available on ACA GitLab |
Task 24.3 M36 | Scientific report on timing-critical and time-consuming sections |