Soheib Takhtardeshir

According to our database, Soheib Takhtardeshir authored at least 8 papers between 2024 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Efficient Memristor Neural Networks for Edge AI: On-Chip Learning, Noise Robustness, Device-Variation Tolerance, and Sublinear Energy and Time Scaling.

Mohammad Reza Eslami, Dhiman Biswas, Soheib Takhtardeshir, Sarah Safura Sharif, Yaser Mike Banad

IEEE Trans. Computers, May, 2026

DUALF-D: Disentangled dual-hyperprior approach for light field image compression.

Soheib Takhtardeshir, Roger Olsson, Christine Guillemot, Mårten Sjöström

Signal Process. Image Commun., 2026

2025

Efficient and Fast Light Field Compression via VAE-Based Spatial and Angular Disentanglement.

Soheib Takhtardeshir, Roger Olsson, Christine Guillemot, Mårten Sjöström

IEEE Access, 2025

DUALF-C: Disentangled Light Field Compression with Entropy-Aware Bitstream Generation.

Soheib Takhtardeshir, Roger Olsson, Christine Guillemot, Mårten Sjöström

Proceedings of the International Conference on Visual Communications and Image Processing, 2025

Subjective Visual Quality Assessment of Compressed Light Field Images: Learning-based vs. Conventional Methods.

Emin Zerman, Soheib Takhtardeshir, Anthony Trioux, Jianlong Qin, Wenjie Wu, Roger Olsson, Mårten Sjöström

Proceedings of the IEEE International Workshop on Multimedia Signal Processing, 2025

2024

On-Chip Learning with Memristor-Based Neural Networks: Assessing Accuracy and Efficiency Under Device Variations, Conductance Errors, and Input Noise.

Mohammad Reza Eslami, Dhiman Biswas, Soheib Takhtardeshir, Sarah Safura Sharif, Yaser Mike Banad

CoRR, 2024

A Spherical Light Field Database for Immersive Telecommunication and Telepresence Applications.

Emin Zerman, Manu Gond, Soheib Takhtardeshir, Roger Olsson, Mårten Sjöström

Proceedings of the 16th International Conference on Quality of Multimedia Experience, 2024

Hardware Implementation of Memristor-Based in-Memory Computing for Classification Tasks.

Mohammad Reza Eslami, Soheib Takhtardeshir, Sarah Safura Sharif, Yaser Mike Banad

Proceedings of the 67th IEEE International Midwest Symposium on Circuits and Systems, 2024