Enhancing Reliability of Neural Networks at the Edge: Inverted Normalization with Stochastic Affine Transformations

23 January 2024

Papers citing "Enhancing Reliability of Neural Networks at the Edge: Inverted Normalization with Stochastic Affine Transformations"

5 / 5 papers shown

Title
Scalable and Efficient Methods for Uncertainty Estimation and Reduction in Deep Learning Soyed Tuhin Ahmed BDL 26 0 0 13 Jan 2024
NeuSpin: Design of a Reliable Edge Neuromorphic System Based on Spintronics for Green AI Soyed Tuhin Ahmed K. Danouchi G. Prenat L. Anghel M. Tahoori 33 0 0 11 Jan 2024
Spatial-SpinDrop: Spatial Dropout-based Binary Bayesian Neural Network with Spintronics Implementation Soyed Tuhin Ahmed K. Danouchi Michael Hefenbrock G. Prenat L. Anghel M. Tahoori 46 8 0 16 Jun 2023
Forward and Backward Information Retention for Accurate Binary Neural Networks Haotong Qin Ruihao Gong Xianglong Liu Mingzhu Shen Ziran Wei F. Yu Jingkuan Song MQ 131 324 0 24 Sep 2019
Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning Y. Gal Zoubin Ghahramani UQCV BDL 285 9,138 0 06 Jun 2015