Search Results for author: Amir Aminifar

Found 4 papers, 1 papers with code

Lightweight Inference for Forward-Forward Algorithm

no code implementations8 Apr 2024 Amin Aminifar, Baichuan Huang, Azra Abtahi, Amir Aminifar

The human brain performs tasks with an outstanding energy-efficiency, i. e., with approximately 20 Watts.

Seizure Detection

Verification-Friendly Deep Neural Networks

no code implementations15 Dec 2023 Anahita Baninajjar, Ahmed Rezine, Amir Aminifar

The over-approximation introduced during the formal verification process to tackle the scalability challenge often results in inconclusive analysis.

Synthetic Epileptic Brain Activities Using Generative Adversarial Networks

1 code implementation22 Jul 2019 Damian Pascual, Amir Aminifar, David Atienza, Philippe Ryvlin, Roger Wattenhofer

In this work, we generate synthetic seizure-like brain electrical activities, i. e., EEG signals, that can be used to train seizure detection algorithms, alleviating the need for recorded data.

EEG Generative Adversarial Network +1

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