Search Results for author: Mahbod Nouri

Found 3 papers, 2 papers with code

Revealing Model Biases: Assessing Deep Neural Networks via Recovered Sample Analysis

no code implementations10 Jun 2023 Mohammad Mahdi Mehmanchi, Mahbod Nouri, Mohammad Sabokrou

While a generalization test is one way to evaluate a trained model's performance, it can be costly and may not cover all scenarios to ensure that the model has learned the primary concepts.

BioLCNet: Reward-modulated Locally Connected Spiking Neural Networks

1 code implementation12 Sep 2021 Hafez Ghaemi, Erfan Mirzaei, Mahbod Nouri, Saeed Reza Kheradpisheh

Brain-inspired computation and information processing alongside compatibility with neuromorphic hardware have made spiking neural networks (SNN) a promising method for solving learning tasks in machine learning (ML).

Image Classification

Towards Real-World BCI: CCSPNet, A Compact Subject-Independent Motor Imagery Framework

1 code implementation25 Dec 2020 Mahbod Nouri, Faraz Moradi, Hafez Ghaemi, Ali Motie Nasrabadi

A conventional brain-computer interface (BCI) requires a complete data gathering, training, and calibration phase for each user before it can be used.

Edge-computing EEG +1

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