Computational Biology Department
School of Computer Science & Mellon College of Science
Carnegie Mellon University
merti at cs dot cmu dot edu
I am a Master's student in Computational Biology Department in School of Computer Science and Mellon College of Science of Carnegie Mellon University. I am currently doing research with Prof. Tai-Sing Lee. My Bachelor's degree in Computer Science is from Bilkent University, Turkey.
My research interests are mainly computational neuroscience, deep learning and bio-inspired algorithms. I enjoy applying DL architectures such as RBMs, GANs and AEs to computational biology and computational linguistics problems.
A Comparison Between Feedback and Local Network Gated Boltzmann Machines in relation to Association Field and Sparse Coding.
Mert Inan, Yimeng Zhang, Wenhao Zhang and Tai-Sing Lee
Master's Thesis [in progress]
Structurally-Informed Deconvolution of Functional Magnetic Resonance Imaging Data
Thomas A. W. Bolton, Younes Farouj, Mert Inan and Dimitri Van De Ville
ISBI 2019 [paper]
Revealing directional cross-regional functional interplays with sparse coupled hidden Markov models
Thomas A. W. Bolton, Mert Inan and Dimitri Van De Ville
OHBM 2019 [poster]