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OmniMalloc: static memory allocation for neural networks
An open-source static memory allocation framework.
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MINOTAUR: an edge transformer accelerator with on-chip RRAM
An energy-efficient edge SoC for transformer inference and training, presented at the VLSI Symposium.
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muRISCV-NN: deep learning kernels for RISC-V microcontrollers
An open-source AI kernel library for embedded RISC-V platforms, created at TU Munich.
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A comparison of neural network computation architectures for low-power edge applications
A seminar paper comparing CPUs, vector processors, and specialized accelerators for NN inference at the edge.
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Spectrum sensing for the SALSAT nanosatellite
My bachelor's thesis on spectrum sensing algorithms for a nanosatellite in low Earth orbit.
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UAV avionics with IFSys
Distributed avionics and flight control systems for custom unmanned aerial vehicles at TU Berlin.
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Heterogeneous computing: different concepts with different results
A seminar paper (in German) on heterogeneous multicore architectures for embedded systems.
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Building a binary computer from transistors
A serial binary adder built from discrete transistors, back in high school.