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- IP address: 131.188.16.201
- Location: Erlangen Germany
- Latitude: 49.5985
- Longitude: 10.997
- Timezone: Europe/Berlin
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Lectures - FAU
Web Winter 2020/2021. Machine learning in signal processing WS 20/21. Lab course machine learning in signal processing WS 20/21. Seminar: Selected topics in Machine Learning.
Machinelearning.tf.fau.deLab course machine learning in signal processing - FAU
Web Imagine a car driving on an autobahn in an automatic mode. Among other things, the car needs to steer itself to keep driving in it's own lane.
Machinelearning.tf.fau.deSelf-driving cars - machinelearning.tf.fau.de
Web In this project we created a state-of-the-art road-lane detector for autonomous vehicles. To develop a robust and accurate system, we used a broad set of techniques: deep …
Machinelearning.tf.fau.deWireless communication networks - FAU
Web In this project, we demonstrated that simple amplify-and-forward relay devices can extend the range of multi-antenna wireless channels without sacrificing performance 5,6.This is …
Machinelearning.tf.fau.deWireless communication channels
Web Information theory of underspread WSSUS channels. In this project, we developed the theory of communication over time-frequency varying wireless channels, taking into …
Machinelearning.tf.fau.deSuper-resolution - FAU
Web In this project, we discovered that an efficient convex optimization algorithm is a near-optimal method for super-resolution of positive sources in the presence of noise.
Machinelearning.tf.fau.deAdvice on writing - FAU
Web Research projects. Deep learning applications. Super-resolution
Machinelearning.tf.fau.deMachine Learning in Signal Processing › Chair of Multimedia ...
Web Research. Fields of Activity. Machine Learning in Signal Processing. Unfortunately, the professorship on “Machine Learning in Signal Processing” is currently vacant. …
Lms.tf.fau.euLecture 1 - FAU
Web MLISP: Machine Learning in Signal Processing Lecture 1 Prof. V. I. Morgenshtern Scribe: E. Sperschneider Agenda: 1.Examples of machine learning problems and basic terminology
Machinelearning.tf.fau.deStudent projects - FAU
Web Research projects. Deep learning applications. Super-resolution
Machinelearning.tf.fau.dePublications - machinelearning.tf.fau.de
Web Preprints. Scattering transform based image clustering using projection onto orthogonal complement A. Villar-Corrales and V. I. Morgenshtern 2020, submitted
Machinelearning.tf.fau.deLecture 6 - FAU
Web MLISP: Machine Learning in Signal Processing Lecture 6 Prof. V. I. Morgenshtern Scribe: M. Solomon Illustrations: The elements of statistical learning, Hastie ...
Machinelearning.tf.fau.deThe is looking for a - machinelearning.tf.fau.de
Web The Friedrich-Alexander-Universität Erlangen-Nürnberg is looking for a computer scientist or geoinformatic engineer (TVL-13 100%, 24 months) within the project TAPE “Tapping the …
Machinelearning.tf.fau.deLecture 10 - FAU
Web In general, let V j denote the set of all square integrable functions that are constant on 2 j-length intervals. Every element of g2V j can be written as a linear combination of integer …
Machinelearning.tf.fau.deMathematical methods for machine learning and signal processing …
Web This course focuses on modern machine learning and signal processing algorithms that have firm mathematical footing. First, we will study the basics of frame theory – a …
Machinelearning.tf.fau.deVeniamin Morgenshtern - FAU
Web Abstract We consider networks consisting of nodes with radios, and without any wired infrastructure,thusnecessitatingallcommunicationtotakeplaceonlyovershared
Machinelearning.tf.fau.deLecture 9 - FAU
Web 4 A problem with Fourier transform Fourier transform reveals important information about a signal: its frequency content. If the function f(t) is periodic on the interval [ ˇ;ˇ], it can be …
Machinelearning.tf.fau.deLecture 11 - FAU
Web The wavelet transform using Symmlet basis, is shown in the lower left panel: The wavelet coe cients are arranged in rows, from lowest scale at the bottom to highest scale at the
Machinelearning.tf.fau.deLecture 2 - FAU
Web Figure 1: House price vs. living area How can we learn to predict the house prices? This is an example of supervised learning problem. Here, there is one input variable or feature, …
Machinelearning.tf.fau.deLecture 20 - FAU
Web We can represent these three factors by corresponding binary variables x 1;x 2, and x 3.For instance, we’d have x 1 = 1 if the weather is good, and x 1 = 0 if the weather is bad. …
Machinelearning.tf.fau.de
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