eLife

Size tuning of neural response variability in laminar circuits of macaque primary visual cortex

The trial-to-trial variability of neuronal responses and the correlated response variability among neurons are modulated by visual stimulus size in a manner that depends on cortical layer, suggesting ...

Bringing quantum ideas to the messy world of disordered proteins

Imagine trying to design a key for a lock that is constantly changing its shape. That is the exact challenge we face in ...
IEEE

Application and Effectiveness Evaluation of Bayesian Optimization Algorithm in Hyperparameter Tuning of Machine Learning Models

Abstract: Hyperparameter tuning is a crucial step in the development of machine learning models, as it directly impacts their performance and generalization ability. Traditional methods for ...
IEEE

Enhancing Liver Cirrhosis Diagnosis Using Machine Learning With Explainable AI and Cross-Validated Hyperparameter Tuning Techniques

Abstract: Cirrhosis is a form of Chronic Liver Disease (CLD) resulting from sustained liver damage from several causes, including viral infection, autoimmune disorders, cholestatic and metabolic ...
GitHub

PSELDNets: Pre-trained Neural Networks on Large-scale Synthetic Datasets for Sound Event Localization and Detection

It synthesizes a large-scale SELD dataset designed to include numerous sound event instances and various acoustic environments. It introduces PSELDNets trained on the large-scale synthetic SELD ...
GitHub

Collaboration, Efficiency, Responsibility and Trust Lab

CERT Lab is headed by Prof. Praneeth Vepakomma, and is a part of Mohamed bin Zayed University of Artificial Intelligence. The CERT Lab at Mohamed bin Zayed University of Artificial Intelligence ...