LeNet
Description
Papers Using This Method
Improving Classification Neural Networks by using Absolute activation function (MNIST/LeNET-5 example)2023-04-23Convolutional neural networks for Alzheimer’s disease detection on MRI images2021-04-29Hyperparameter Ensembles for Robustness and Uncertainty Quantification2020-06-24MNIST-MIX: A Multi-language Handwritten Digit Recognition Dataset2020-04-08LCP: A Low-Communication Parallelization Method for Fast Neural Network Inference in Image Recognition2020-03-13Can we have it all? On the Trade-off between Spatial and Adversarial Robustness of Neural Networks2020-02-26Identifying Critical Neurons in ANN Architectures using Mixed Integer Programming2020-02-17Non-linear Neurons with Human-like Apical Dendrite Activations2020-02-02Analytical Moment Regularizer for Training Robust Networks2020-01-01Learn-able parameter guided Activation Functions2019-12-23AutoPrune: Automatic Network Pruning by Regularizing Auxiliary Parameters2019-12-01FeCaffe: FPGA-enabled Caffe with OpenCL for Deep Learning Training and Inference on Intel Stratix 102019-11-18Coverage Testing of Deep Learning Models using Dataset Characterization2019-11-172L-3W: 2-Level 3-Way Hardware-Software Co-Verification for the Mapping of Deep Learning Architecture (DLA) onto FPGA Boards2019-11-14Variational Student: Learning Compact and Sparser Networks in Knowledge Distillation Framework2019-10-26Offline handwritten mathematical symbol recognition utilising deep learning2019-10-16SPEC2: SPECtral SParsE CNN Accelerator on FPGAs2019-10-16Soft-Label Dataset Distillation and Text Dataset Distillation2019-10-06Defending Against Adversarial Attacks by Suppressing the Largest Eigenvalue of Fisher Information Matrix2019-09-13Adversarial Robustness via Label-Smoothing2019-06-27