1 citations · 1 across the 5 of their papers we have counts for
5 papers
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.…
HLS4PC: A Parametrizable Framework For Accelerating Point-Based 3D Point Cloud Models on FPGA
Amur Saqib Pal, Muhammad Mohsin Ghaffar, Faisal Shafait +2
Point-based 3D point cloud models employ computation and memory intensive mapping functions alongside NN layers for classification/segmentation, and are executed on server-grade GP…
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…
Enhanced LPDDR4X PHY in 12 nm FinFET
Johannes Feldmann, Jan Lappas, Mohammadreza Esmaeilpour +3
The demand for memory technologies with high bandwidth, low power consumption, and enhanced reliability has led to the emergence of LPDDR4X DRAM memory. However, power efficiency a…