Seminar on Integrated Systems
Lecturer (assistant) | |
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Type | Seminar |
Duration | 3 SWS |
Term | Sommersemester 2021 |
Language of instruction | German |
Dates
Admission information
Objectives
Description
Prerequisites
Teaching and learning methods
Examination
Recommended literature
Links
Offered Topics
Seminars
Black-box and White-box Methods for Explainable Artificial Intelligence
Graph Neural Networks and Feature Correlation
Ruleset reduction algorithms in XCS classifier system.
Review of Design Space Exploration Techniques for Approximate FPGA/Hardware Signal Processing Systems
A comparison of Global Memory and DistributedMemory Architectures
Roofline Models for Near-Memory Accelerators
Roofline Models for Manycore Architectures
Efficient Training Schemes for Binary Neural Networks
In-Train Quantization and Pruning Methods for Convolutional Neural Networks
Optimized CUDA Kernels for Efficient Processing of Binary and Sparse Neural Networks
RNG on FPGA
Power Modeling of Multicore Processors
Assigned Topics
Seminars
Tone Mapping for HDR Camera Sensors in Cars with Advanced Driver Assistance Systems and Autonomous Drive
Transformers for Image Recognition: An Alternative to Convolutional Neural Networks
Preference-Based Multi-objective Optimization
High Dynamic Range Camera Sensors for Cars with Advanced Driver Assistance Systems and Autonomous Drive
Task Distribution / Scheduling in NoCs / TSN
Explainable / Interpretable AI