<> "The repository administrator has not yet configured an RDF license."^^ . <> . . "A Scalable Workflow for a Configurable\r\nNeuromorphic Platform"^^ . "This thesis establishes a scalable multi-user workflow for the operation of a highly configurable,\r\nlarge-scale neuromorphic hardware platform. The resulting software framework provides unified\r\nlow-level as well as parallel high-level access. The latter is realized by an efficient abstract\r\nneural network description library, an automated translation of networks into hardware specific\r\nconfigurations and an experiment server infrastructure responsible for scheduling and executing\r\nexperiments. Scalability, manual guidance and a broad support for handling hardware imper-\r\nfections render the model translation process suitable for large networks as well as large-scale\r\nneuromorphic systems. Networks with local connectivity, random networks and cortical column\r\nmodels are explored to study the topological aptitude of the neuromorphic platform and to\r\nbenchmark the workflow. Depending on the model, performance improvements of more than\r\ntwo orders of magnitude have been achieved over a previous implementation. Additionally, an\r\nautomated defect assessment for hardware synapses is introduced, indicating that most synapses\r\nare available for model emulation.\r\nIn a second study, a tempotron-based hardware liquid state machine has been developed\r\nand applied to different tasks, including a memory challenge and digit recognition. The trained\r\ntempotron inherently compensates for fixed pattern variations making the setup suitable for\r\nanalog neuromorphic hardware. The achieved performance is comparable to reference software\r\nsimulations."^^ . "2014" . . . . . . . "Sebastian"^^ . "Jeltsch"^^ . "Sebastian Jeltsch"^^ . . . . . . "A Scalable Workflow for a Configurable\r\nNeuromorphic Platform (PDF)"^^ . . . "dissertation_sebastian_jeltsch_300dpi.pdf"^^ . . . "A Scalable Workflow for a Configurable\r\nNeuromorphic Platform (Other)"^^ . . . . . . "lightbox.jpg"^^ . . . "A Scalable Workflow for a Configurable\r\nNeuromorphic Platform (Other)"^^ . . . . . . "preview.jpg"^^ . . . "A Scalable Workflow for a Configurable\r\nNeuromorphic Platform (Other)"^^ . . . . . . "medium.jpg"^^ . . . "A Scalable Workflow for a Configurable\r\nNeuromorphic Platform (Other)"^^ . . . . . . "small.jpg"^^ . . . "A Scalable Workflow for a Configurable\r\nNeuromorphic Platform (Other)"^^ . . . . . . "indexcodes.txt"^^ . . "HTML Summary of #17190 \n\nA Scalable Workflow for a Configurable \nNeuromorphic Platform\n\n" . "text/html" . .