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Field
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signal processing, and FPGA readout systems. Teach undergraduate and graduate courses related to semiconductor devices, analog electronics, signal processing, and FPGA-based systems. Mentored graduate
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on hardware which may include CPUs, GPUs and FPGAs. In particular we are interested in applicants who have experience of modern coding practices and software techniques. The post-holder will work with Prof. Ben
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Neuromorphic and AI-Optimized Processors – Design AI-specific chip architectures, including neuromorphic and domain-specific accelerators (TPUs, NPUs, FPGAs), for low-power and real-time AI processing. AI-Driven
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processing techniques using field-programmable gate arrays (FPGAs), alongside analog and digital circuit design. This research underpins biomedical applications, with a particular focus on early melanoma
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hardware design (Verilog/VHDL), FPGA-based acceleration, etc. Experience with deep learning frameworks like PyTorch, Keras, or TensorFlow, and tools such as Jupyter Notebook, is expected. A strong foundation
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signal processing algorithms on FPGA, optimized to significantly improve the resolution of real-time energy measurements made by the ATLAS Liquid Argon Calorimeter system. Use novel high-level synthesis
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Communications protocols OSI stack UDP/TCP/IP Familiarity with wireless specifications such as cellular(4G/5G)/Wi-Fi (802.11) FPGA development Microcontroller and Digital Signal Processor (DSP) development MATLAB
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into the co-design of ultra-low-power AI hardware architectures tailored for edge computing applications. The research aims to develop neuromorphic processors, FPGA/ASIC-based AI accelerators, and intelligent
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test of custom radio-frequency electronic circuits based on field-programmable gate arrays (FPGA, up to 20GHz) to drive high-speed electro-optic modulators, quasi-static thermo-optic qubit phase tuning
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, especially precision/high sensitivity circuits (e.g. low current design). Experience writing software to run embedded systems – ideally FPGA code, but microcontroller also very welcome. Good communication