Search Results for author: Enea Ceolini

Found 4 papers, 2 papers with code

Sensor fusion using EMG and vision for hand gesture classification in mobile applications

no code implementations19 Oct 2019 Enea Ceolini, Gemma Taverni, Lyes Khacef, Melika Payvand, Elisa Donati

The discrimination of human gestures using wearable solutions is extremely important as a supporting technique for assisted living, healthcare of the elderly and neurorehabilitation.

Electromyography (EMG) General Classification +2

Towards better understanding of gradient-based attribution methods for Deep Neural Networks

2 code implementations ICLR 2018 Marco Ancona, Enea Ceolini, Cengiz Öztireli, Markus Gross

Understanding the flow of information in Deep Neural Networks (DNNs) is a challenging problem that has gain increasing attention over the last few years.

text-classification Text Classification

Sensor Transformation Attention Networks

no code implementations ICLR 2018 Stefan Braun, Daniel Neil, Enea Ceolini, Jithendar Anumula, Shih-Chii Liu

Recent work on encoder-decoder models for sequence-to-sequence mapping has shown that integrating both temporal and spatial attention mechanisms into neural networks increases the performance of the system substantially.

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