Search Results

Applications of Deep Neural Networks with Keras

2 code implementations11 Sep 2020

Through a combination of advanced training techniques and neural network architectural components, it is now possible to create neural networks that can handle tabular data, images, text, and audio as both input and output.

Time Series Time Series Analysis

Learning to Execute

6 code implementations17 Oct 2014

Recurrent Neural Networks (RNNs) with Long Short-Term Memory units (LSTM) are widely used because they are expressive and are easy to train.

Learning to Execute

Contact Skill Imitation Learning for Robot-Independent Assembly Programming

1 code implementation17 Aug 2019

Robotic automation is a key driver for the advancement of technology.

Robotics

Learning Human-Inspired Force Strategies for Robotic Assembly

1 code implementation22 Mar 2023

The programming of robotic assembly tasks is a key component in manufacturing and automation.

Open-Ended Visual Question-Answering

1 code implementation9 Oct 2016

This thesis report studies methods to solve Visual Question-Answering (VQA) tasks with a Deep Learning framework.

Question Answering Sentence +3

Nebula: Self-Attention for Dynamic Malware Analysis

1 code implementation19 Sep 2023

Dynamic analysis enables detecting Windows malware by executing programs in a controlled environment, and storing their actions in log reports.

Malware Analysis Malware Detection

RoseNNa: A performant, portable library for neural network inference with application to computational fluid dynamics

1 code implementation30 Jul 2023

RoseNNa is a non-invasive, lightweight (1000 lines), and performant tool for neural network inference, with focus on the smaller networks used to augment PDE solvers, like those of CFD, which are typically written in C/C++ or Fortran.

Dynamic Malware Analysis with Feature Engineering and Feature Learning

2 code implementations17 Jul 2019

In this paper, we propose a novel and low-cost feature extraction approach, and an effective deep neural network architecture for accurate and fast malware detection.

Feature Engineering Malware Analysis +1

Time Series Analysis of Blockchain-Based Cryptocurrency Price Changes

1 code implementation19 Feb 2022

In this paper we apply neural networks and Artificial Intelligence (AI) to historical records of high-risk cryptocurrency coins to train a prediction model that guesses their price.

Time Series Time Series Analysis

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