Maximilian Kasper

Fraunhofer Institute for Integrated Circuits IIS

Papers on Lattice

Total citations

Topics

Publication activitypapers/week, last 8 weeks

Research focus

Architecture Design (Transformers, SSMs, MoE) (1)Training Efficiency & Optimization (1)Distributed Systems & Hardware (1)Eval Frameworks & Benchmarks (1)

Frequent co-authors

Axel Plinge (2)Jakob Schubert (1)Maximilian Linke (1)Benedict Herzog (1)

Papers (2)

Aug 4, 2026

3w ago·also Friedrich-Alexander-Universität, Ruhr University Bochum (RUB), Technical University of Applied Sciences, University of Technology Nürnberg (UTN)

Design-Time Optimization of Deep Neural Networks for Intermittent Learning on Microcontrollers

Energy-aware DNN design can now be optimized offline, paving the way for truly autonomous AI on intermittent power sources.

Jakob Schubert, Maximilian Kasper, Maximilian Linke +5

Architecture Design (Transformers, SSMs, MoE)Training Efficiency & Optimization

Feb 19, 2026

Feb 19, 2026·also Freiburg

Pareto Optimal Benchmarking of AI Models on ARM Cortex Processors for Sustainable Embedded Systems

Forget brute-force – Pareto analysis reveals the sweet spot between energy consumption and model accuracy for AI on ARM Cortex processors, guiding developers to sustainable embedded AI.

Pranay Jain, Maximilian Kasper, Göran Köber +2

Distributed Systems & Hardware Eval Frameworks & Benchmarks Inference & Quantization

Search

Maximilian Kasper

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (2)