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Peter Grünberg Institute (PGI)

Neuromorphic Software Ecosystems (PGI-15)

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            • Career Opportunities at PGI-15
              • Master's Theses and Projects at PGI-15
                • ▾Master's Thesis: Power Law Scaling of Foundational Models using Local Learning
                • ▾Master’s Theses: Neuromorphic and Neuro-inspired AI
            • Publications
              • Research
                • Dendritic Learning Group
                  • Neuromorphic Machine Intelligence
                    • Cognitive Localization and Mapping

                    Neuromorphic Software Ecosystems (PGI-15)

                    We create neuromorphic computing technologies that learn and work like the brain by designing computer algorithms and computing architectures from the perspective of neuroscience and the realization of dedicated circuits and devices.

                    Director: Prof. Emre Neftci

                    If one was given a box containing a billion neurons and a trillion wires to connect them together, how should one proceed to build an intelligent system?

                    The Peter Grünberg Institute 15 - Neuromorphic Software Ecosystems (PGI-15) explores answers to this question by creating neuromorphic computing technologies that learn and work like the brain. To achieve this, our research team redesigns computer algorithms and computing architectures from the perspective of Neuroscience and its physical realization in dedicated circuits and devices. Applications of our research are poised to improve computer vision algorithms for autonomous control, data processing in mobile and wearable devices, and to scale up scientific data analysis. PGI-15 is led by Prof. Dr. Neftci.

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