AI Laboratory for System-level Design of ML-based Signal Processing Applications (KISS)

Third party funded individual grant

Acronym: KISS

Start date : 01.10.2019

End date : 31.01.2022

Website: https://www.iis.fraunhofer.de/kiss

Overview

Publications

(14)

External partners

(1)

Hardware-Aware Evolutionary Explainable Filter Pruning for Convolutional Neural Networks (2024) Heidorn C, Sabih M, Meyerhöfer N, Schinabeck C, Teich J, Hannig F Journal article Hardware-Aware Evolutionary Filter Pruning (2022) Heidorn C, Meyerhöfer N, Schinabeck C, Hannig F, Teich J Conference contribution, Conference Contribution DyFiP: Explainable AI-based Dynamic Filter Pruning of Convolutional Neural Networks (2022) Sabih M, Hannig F, Teich J Conference contribution, Conference Contribution TRAC: Compilation-based Design of Transformer Accelerators for FPGAs (2022) Plagwitz P, Hannig F, Teich J Conference contribution, Conference Contribution Precision- and Accuracy-Reconfigurable Processor Architectures—An Overview (2022) Brand M, Keszöcze O, Teich J Journal article Fault-Tolerant Low-Precision DNNs using Explainable AI (2021) Sabih M, Hannig F, Teich J Conference contribution, Conference Contribution Proceedings of the DATE Friday Workshop on System-level Design Methods for Deep Learning on Heterogeneous Architectures (SLOHA 2021) (2021) Hannig F, Meloni P, Spallanzani M, Ziegler M Edited Volume Design Space Exploration of Time, Energy, and Error Rate Trade-oﬀs for CNNs using Accuracy-Programmable Instruction Set Processors (2021) Schuster A, Heidorn C, Brand M, Keszöcze O, Teich J Conference contribution, Conference Contribution Hand Sign Recognition via Deep Learning on Tightly Coupled Processor Arrays (2021) Heidorn C, Walter D, Candir YE, Hannig F, Teich J Conference contribution, Abstract of lecture A Safari through FPGA-based Neural Network Compilation and Design Automation Flows (2021) Plagwitz P, Hannig F, Ströbel M, Strohmeyer C, Teich J Conference contribution, Conference Contribution

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