Concepedia

Patrick Doetsch

PD

15

Publications

1.1K

Citations

12

H-Index

2009

Active since

Affiliations

RWTH Aachen University(Current)

Centre National de la Recherche Scientifique

Westfälische Hochschule

Laboratoire d'Informatique pour la Mécanique et les Sciences de l'Ingénieur

Patrick Doetsch is an author at RWTH Aachen University specializing in engineering, machine learning, and computer science.

Top concepts

EngineeringMachine LearningComputer ScienceSpeech RecognitionDeep LearningPattern RecognitionNatural Language ProcessingMachine TranslationData ScienceImage Analysis

Publications per year

2009–2017

15

Publications

15

Cross-entropy vs. squared error training: a theoretical and experimental comparison

Pavel Golik, Patrick Doetsch, Hermann Ney · 2013 · 219 citations

Engineering, Machine Learning, Spoken Language Processing +23

Handwriting Recognition with Large Multidimensional Long Short-Term Memory Recurrent Neural Networks

Paul Voigtlaender, Patrick Doetsch, Hermann Ney · 2016 · 210 citations

Convolutional Neural Network, Engineering, Machine Learning +16

A comprehensive study of deep bidirectional LSTM RNNS for acoustic modeling in speech recognition

Albert Zeyer, Patrick Doetsch, Paul Voigtlaender et al. · 2017 · 171 citations · Full text

Engineering, Machine Learning, Recurrent Neural Network +21

Fast and Robust Training of Recurrent Neural Networks for Offline Handwriting Recognition

Patrick Doetsch, Michał Kozielski, Hermann Ney · 2014 · 156 citations

Structured Prediction, Engineering, Machine Learning +21

Improvements in RWTH's System for Off-Line Handwriting Recognition

Kozielski, Patrick Doetsch, Hermann Ney · 2013 · 78 citations

Engineering, Machine Learning, Handwriting +17

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