Fraunhofer-Institut für Integrierte Schaltungen (IIS)

Simulating large neural networks embedding MLC RRAM as weight storage considering device variations (2021) Fritscher M, Knödtel J, Reiser D, Mallah M, Pechmann S, Fey D, Reichenbach M Conference contribution, Original article Mitigating the Effects of RRAM Process Variation on the Accuracy of Artifical Neural Networks (2021) Fritscher M, Knödtel J, Mallah M, Pechmann S, Quesada EPB, Rizzi T, Wenger C, Reichenbach M Conference contribution, Conference Contribution Recipes for Post-training Quantization of Deep Neural Networks (2020) Mishra A, Löffler C, Plinge A Conference contribution, Conference Contribution Efficient Detectors for Telegram Splitting-Based Transmission in Low Power Wide Area Networks With Bursty Interference (2020) Kisseleff S, Kneissl J, Kilian G, Gerstacker W Journal article Real-Time Gait Reconstruction for Virtual Reality Using a Single Sensor (2020) Feigl T, Gruner L, Mutschler C, Roth D Conference contribution, Conference Contribution The OnHW Dataset: Online Handwriting Recognition from IMU-Enhanced Ballpoint Pens with Machine Learning (2020) Ott F, Wehbi M, Hamann T, Barth J, Eskofier B, Mutschler C Journal article A Model-to-Circuit Compiler for Evaluation of DNN Accelerators based on Systolic Arrays and Multibit Emerging Memories (2020) Knödtel J, Fritscher M, Reiser D, Fey D, Breiling M, Reichenbach M Conference contribution, Conference Contribution Evaluation of HRV estimation algorithms from PPG data using neural networks (2020) Koch R, Pfeiffer N, Lang N, Struck M, Amft O, Eskofier B, Wittenberg T Journal article, Original article Migrating Shear Bands in Shaken Granular Matter (2020) Kollmer J, Shreve T, Claussen J, Gerth S, Salamon M, Uhlmann N, Schröter M, Pöschel T Journal article RNN-aided Human Velocity Estimation from a Single IMU (2020) Feigl T, Kram S, Woller P, Siddiqui RH, Philippsen M, Mutschler C Journal article, Original article