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Simon Geis | Lattice

Simon Geis

Papers on Lattice

1

Total citations

0

Topics

3

Publication activitypapers/week, last 8 weeks

Research focus

Architecture Design (Transformers, SSMs, MoE) (1)Inference & Quantization (1)Training Efficiency & Optimization (1)

Frequent co-authors

Mark Deutel (1)Axel Plinge (1)

Papers (1)

Mar 16, 2026

Mark Deutel +21d ago

PrototypeNAS: Rapid Design of Deep Neural Networks for Microcontroller Units

Forget training from scratch: PrototypeNAS finds deployable MCU-optimized DNNs in minutes using zero-shot proxies and smart search space design.

Mark Deutel, Simon Geis, Axel Plinge

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