1 citations · 1 across the 6 of their papers we have counts for
5 papers · 1 filter
Energy-Efficient Visual Inspection with FFT-Based CNNs and Adaptive Floating-Point Quantization
Lukas Krupp, Marco Groß, Michael Graichen +2
This paper investigates reduced-precision floating-point arithmetic for FFT-based CNN inference on an industrial CPU-FPGA platform. We combine FFT-based convolution with adaptive p…
New Number Formats for FFT IP Cores in Optical OFDM Transceivers
Lukas Krupp, Gustavo Magalhães Gomes De Souza, Sani Nassif +1
Many state-of-the-art DSP implementations use fixed-point arithmetic due to its reduced hardware complexity and high throughput compared to conventional floating-point arithmetic.…
Security Risks in Machining Process Monitoring: Sequence-to-Sequence Learning for Reconstruction of CNC Axis Positions
Lukas Krupp, Rickmar Stahlschmidt, Norbert Wehn
Accelerometer-based process monitoring is widely deployed in modern machining systems. When mounted on moving machine components, such sensors implicitly capture kinematic informat…
From RTL to Prompt Coding: Empowering the Next Generation of Chip Designers through LLMs
Lukas Krupp, Matthew Venn, Norbert Wehn
This paper presents an LLM-based learning platform for chip design education, aiming to make chip design accessible to beginners without overwhelming them with technical complexity…
Improving Chip Design Enablement for Universities in Europe -- A Position Paper
Lukas Krupp, Ian O'Connor, Luca Benini +3
The semiconductor industry is pivotal to Europe's economy, especially within the industrial and automotive sectors. However, Europe faces a significant shortfall in chip design cap…