Bishal Thapaliya

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 9

Top Topics

Prefrontal Cortex

Independent Component Analysis

Canonical Correlation Analysis

Confirmatory Factor Analysis

Top Venues

Publications

Riyasat Ohib, Bishal Thapaliya, Gintare Karolina Dziugaite, Jingyu Liu, Vince D. Calhoun, Sergey M. Plis
Unmasking Efficiency: Learning Salient Sparse Models in Non-IID Federated Learning. CoRR (2024)
Bishal Thapaliya, Robyn L. Miller, Jiayu Chen, Yu-Ping Wang, Esra Akbas, Ram Sapkota, Bhaskar Ray, Pranav Suresh, Santosh Ghimire, Vince D. Calhoun, Jingyu Liu
DSAM: A Deep Learning Framework for Analyzing Temporal and Spatial Dynamics in Brain Networks. CoRR (2024)
Ram Sapkota, Bishal Thapaliya, Pranav Suresh, Bhaskar Ray, Vince D. Calhoun, Jingyu Liu
Multimodal Imaging Feature Extraction with Reference Canonical Correlation Analysis Underlying Intelligence. ICASSP (2024)
Chan Aek Panichvatana, Jiayu Chen, Bradley T. Baker, Bishal Thapaliya, Vince D. Calhoun, Jingyu Liu
Decentralized Parallel Independent Component Analysis for Multimodal, Multisite Data. EMBC (2023)
Riyasat Ohib, Bishal Thapaliya, Pratyush Gaggenapalli, Jingyu Liu, Vince D. Calhoun, Sergey M. Plis
SalientGrads: Sparse Models for Communication Efficient and Data Aware Distributed Federated Training. CoRR (2023)
Bishal Thapaliya, Esra Akbas, Jiayu Chen, Raam Sapkota, Bhaskar Ray, Pranav Suresh, Vince D. Calhoun, Jingyu Liu
Brain Networks and Intelligence: A Graph Neural Network Based Approach to Resting State fMRI Data. CoRR (2023)
Pranav Suresh, Bhaskar Ray, Bishal Thapaliya, Britny Farahdel, Behnam Kazemivash, Jiayu Chen, Kuaikuai Duan, Vince D. Calhoun, Jingyu Liu
Effective Training Strategy for NN Models of Working Memory Classification with Limited Samples. ISBI (2023)
Britny Farahdel, Bishal Thapaliya, Pranav Suresh, Bhaskar Ray, Vince D. Calhoun, Jingyu Liu
Confirmatory Factor Analysis on Mental Health Status using ABCD Cohort. BIBM (2021)
Bishal Thapaliya, Vince D. Calhoun, Jingyu Liu
Environmental and genome-wide association study on children anxiety and depression. BIBM (2021)