Spatiotemporal analysis of category and target-related information processing in the brain during object detection
H Karimi-Rouzbahani, E Vahab, R Ebrahimpour… - Behavioural brain …, 2019 - Elsevier
To recognize a target object, the brain implements strategies which involve a combination of
externally sensory-driven and internally task-driven mechanisms. While several studies …
externally sensory-driven and internally task-driven mechanisms. While several studies …
Temporal variabilities provide additional category-related information in object category decoding: a systematic comparison of informative EEG features
…, M Shahmohammadi, E Vahab… - Neural …, 2021 - direct.mit.edu
How does the human brain encode visual object categories? Our understanding of this has
advanced substantially with the development of multivariate decoding analyses. However, …
advanced substantially with the development of multivariate decoding analyses. However, …
[PDF][PDF] Temporal codes provide additional category-related information in object category decoding: a systematic comparison of informative EEG features
H Karimi-Rouzbahani, M Shahmohammadi, E Vahab… - bioRxiv, 2020 - researchgate.net
Humans are remarkably efficent at recognizing objects. Understanding how the brain
performs object 17 recognition has been challenging. Our understanding has been advanced …
performs object 17 recognition has been challenging. Our understanding has been advanced …
Informative Neural Codes to Separate Object Categories
M Shahmohammadi, E Vahab, H Karimi-Rouzbahani - bioRxiv, 2020 - biorxiv.org
In order to develop object recognition algorithms, which can approach human-level
recognition performance, researchers have been studying how the human brain performs …
recognition performance, researchers have been studying how the human brain performs …
Investigating features of electroencephalography time series for pronounced object category information
H Karimi-Rouzbahani, M Shahmohammadi, E Vahab… - 2020 - osf.io
How does the brain encode information about visual object categories? This question has
been studied for many years using different neural recording techniques including single-cell …
been studied for many years using different neural recording techniques including single-cell …
A physics-informed neural network approach to solution and identification of biharmonic equations of elasticity
M Vahab, E Haghighat, M Khaleghi… - Journal of Engineering …, 2022 - ascelibrary.org
We explore an application of the Physics-Informed Neural Networks (PINNs) in conjunction
with Airy stress functions and Fourier series to find optimal solutions to a few reference …
with Airy stress functions and Fourier series to find optimal solutions to a few reference …
Application of Physics-Informed Neural Networks for forward and inverse analysis of pile–soil interaction
The application of the Physics-Informed Neural Networks (PINNs) to forward and inverse
analysis of pile–soil interaction problems is presented. The main challenge encountered in the …
analysis of pile–soil interaction problems is presented. The main challenge encountered in the …
Reliability analysis of rammed earth structures
Rammed earth (RE) structures are widely used for more sustainable and environment-friendly
buildings. Due to lack of design standards, the engineering decisions often rely on rule-of-…
buildings. Due to lack of design standards, the engineering decisions often rely on rule-of-…
The effects of stabilizers on the thermal and the mechanical properties of rammed earth at various humidities and their environmental impacts
The overall behavior of rammed earth (RE) as a low embodied energy construction method
can be enhanced by using stabilizers. Several studies have been performed on cement and …
can be enhanced by using stabilizers. Several studies have been performed on cement and …
Impact-echo method for the deterioration evaluation of near-surface mounted CFRP strengthening under outdoor exposure conditions
CT Hsieh, Y Lin, SK Lin - Materials and Structures, 2017 - Springer
This paper discusses the feasibility of using the impact-echo method (IE method) to evaluate
the deterioration of near-surface mounted carbon fiber reinforced polymer (NSM CFRP) …
the deterioration of near-surface mounted carbon fiber reinforced polymer (NSM CFRP) …