Multiscale Voxel Based Decoding For Enhanced Natural Image Reconstruction From Brain Activity

no code implementations • 27 May 2022 • Mali Halac, Murat Isik, Hasan Ayaz, Anup Das

Reconstructing perceived images from human brain activity monitored by functional magnetic resonance imaging (fMRI) is hard, especially for natural images.

Generative Adversarial Network Image Reconstruction +3

Functional Protein Structure Annotation Using a Deep Convolutional Generative Adversarial Network

no code implementations • 18 Apr 2021 • Ethan Moyer, Jeff Winchell, Isamu Isozaki, Yigit Alparslan, Mali Halac, Edward Kim

Identifying novel functional protein structures is at the heart of molecular engineering and molecular biology, requiring an often computationally exhaustive search.

Generative Adversarial Network Protein Structure Prediction