„… threeneural network architectures: a simple two-layer Convolutional Neu-ral Network (ConvNet), an extended …” „… OCRperformance3 Neural Network Architectures, Performance Results andDiscussion3.1 Convolutional Neural Network …” „… more complex ConvNet-Plus,and an Echo-State Cellular Neural Network (ES-CellNet). Further,the dataset …”

„… ]One-stage detector with convolutional neural network (CNN) structurePooling layer between the convolutional …” „… Camera-based Road Defect Detection with Neural NetworksA Tradeoff between Speed and PrecisionE-LAB | Kevin …” „… further improve the detection capability of deep neural networksFor autonomous driving, sequences of …”

„… detection using neural networksPredictionNormal AbnormalReality Normal 76938 495Abnormal 1004 33046 …” „… Processing Technologies (ITIV)Goal: Training a neural network to detect abnormal driving behaviorsAbnormal …” „… %Minimum deviation steering wheel angle ±10°Approach: Using a Convolutional Neuronal Network (CNN)Exemplary …”

„… , and Kyoung Mu Lee. “Accurateimage super-resolution using very deep convolutional networks.”In …” „… Jörn Ostermann. “NeuralNetwork Based Error Concealment for VVC.” In: Proceedings of the28th IEEE …” „… , and Jörn Ostermann. “NeuralNetwork-based Error Concealment for B-Frames in VVC.” In:IEEE International …”

„… . . . . . . . . . . . . . . 422.7.1 Error Concealment Neural Network (ECNN) . . . . 442.7.2 Error Concealment Evaluation …” „… Neural NetworkEC Error ConcealmentFC Frame CopyFEC Forward Error CorrectionFER Frame Error RateFFT Fast …” „… KeyingRAP Random Access PointRCPC Rate-Compatible Punctured Convolutional CodesRNN Recurrent Neural …”

„… concatenated channelcodes is designed: a Reed-Solomon (rs) and a rate compatible punc-tured convolutional codes …” „… aneural network-based error concealment (NNEC) algorithm for HEVCby estimating a lost frame from past …” „… consecutive frames. Its performancewas evaluated using the common test conditions for neural …”

„… neural network (RNN) togenerate an estimated version of the lost frame from previouslydecoded frames. The …” „… Samayoa and Jörn Oster-mann. Neural Network-based Error Concealment for B-Frames inVVC, In: IEEE …” „… method for VVCthat conceals B-frames based on the neural frame interpolationnetwork RIFE. The network is …”

„… . Klette. “STFCN: Spatio-Temporal Fully Convolutional Neural Network for Semantic Segmentation of Street …” „… from Street View Imagery using Deep Convolutional Neural Networks”. In: Proceedings of the 2nd …” „… . Xie, and M. Li. “Bag of Tricks for Image Classification with Convolutional Neural Networks”. In …”

„… Convolutional Neural Networks DISSERTATION submitted in partial fulfillment of the requirements for the degree …” „… Representation – 3D Reconstruction – Convolutional Neural Networks – Multi-task Learning – Feature Sharing …” „… multi-task convolutional neural network. The obtained results demonstrate the efficiency of the multi-task …”

„… activation functions. Convolutional neural networks and their components CNNs have some specific …” „… fully convolutional network (FCN), that is designed to solve the task of segmentation in an end-to-end …” „… ) From this formal description, it can be seen that basic neural networks are mathematically rather …”

„… 4 Network Architecture for Multi-task Feature Sharing An important design consideration for neural …” „… networks is the determination of the architecture, which is the subject of this chapter. In this context …” „… , the term architecture describes the general network structure regarding the number of neurons and how …”

„… particular, approaches based on so-called convolutional neural networks (CNNs) became popular, in which …” „… processing with a focus on methods based on deep neural networks. Furthermore, it relates these methods to …” „… camera images are filtered through a hierarchical, multi-level network of simulated neurons. However …”

„… , kann die Klassifizierung zum Beispiel auf Basis eines Convolutional Neural Networks(CNN) realisiert …” „… von ein- oder zweidimensionalen Convolu-tional Neural Networks (CNN) oder Recurrent Neural Networks …” „… Merkmalsextraktion sowie Deep-Learning-Algorithmen unter anderem auf Basisvon hierarchischen Convolutional Neural …”

„… novel condition monitoring scheme using a convolutional neural network trained on data generated by …” „… using Convolutional Neural Networks with vibration spectrograms. tm - Technisches Messen 89 (2022) 5, pp …” „… , B., An, Z., Bao, H. and Ji, S.: Generalization of Deep Neural Networks for Imbalanced Fault …”