Human Detection with A Feedforward Neural Network for Small Microcontrollers. - Lars Wulfert; Christian Wiede; Martin H. Verbunt; Pierre Gembaczka; Anton Grabmaier (ICFSP, 2022)

Adaptive Decentralized Federated Gossip Learning for Resource-Constrained IoT Devices. - Lars Wulfert; Navidreza Asadi; Wen-Yu Chung; Christian Wiede; Anton Grabmaier (DistributedML@CoNEXT, 2023)

TinyFL: On-Device Training, Communication and Aggregation on a Microcontroller For Federated Learning. - Lars Wulfert; Christian Wiede; Anton Grabmaier (NEWCAS, 2023)

AIfES: A Next-Generation Edge AI Framework. - Lars Wulfert; Johannes Kühnel; Lukas Krupp; Justus Viga; Christian Wiede; Pierre Gembaczka; Anton Grabmaier (IEEE Trans. Pattern Anal. Mach. Intell., 2024)