Fatih Dinc

15 papers A* 4Journal 11
YearRankTypeTitle / Venue / Authors
2025 J jnl
A ghost mechanism: An analytical model of abrupt learning.
CoRR
Fatih Dinc, Ege Çirakman, Yiqi Jiang, Mert Yüksekgönül, Mark J. Schnitzer, Hidenori Tanaka
2025 J jnl
Beyond Euclid: an illustrated guide to modern machine learning with geometric, topological, and algebraic structures.
Mach. Learn. Sci. Technol.
Mathilde Papillon, Sophia Sanborn, Johan Mathe, Louisa Cornelis, Abby Bertics, Domas Buracas, Hansen Lillemark, Christian Shewmake, Fatih Dinc, Xavier Pennec, Nina Miolane
2025 A* conf
Dynamical phases of short-term memory mechanisms in RNNs.
ICML
Bariscan Kurtkaya, Fatih Dinc, Mert Yüksekgönül, Marta Blanco-Pozo, Ege Çirakman, Mark J. Schnitzer, Yucel Yemez, Hidenori Tanaka, Peng Yuan, Nina Miolane
2024 A* conf
ActSort: An active-learning accelerated cell sorting algorithm for large-scale calcium imaging datasets.
NeurIPS
Yiqi Jiang, Hakki O. Akengin, Ji Zhou, Mehmet Aslihak, Yang Li, Radoslaw Chrapkiewicz, Oscar Hernandez, Sadegh Ebrahimi, Omar Jaidar, Yanping Zhang, Hakan Inan, Christopher Miranda, Fatih Dinc, Marta Blanco-Pozo, Mark J. Schnitzer
2024 A* conf
Global Distortions from Local Rewards: Neural Coding Strategies in Path-Integrating Neural Systems.
NeurIPS
Francisco Acosta, Fatih Dinc, William Redman, Manu S. Madhav, David A. Klindt, Nina Miolane
2023 A* conf
CORNN: Convex optimization of recurrent neural networks for rapid inference of neural dynamics.
NeurIPS
Fatih Dinc, Adam Shai, Mark J. Schnitzer, Hidenori Tanaka
2022 J jnl
A mobile app for algorithms learning in engineering education: Drag and drop approach.
Comput. Appl. Eng. Educ.
Fatih Kayaalp, Fatih Dinc
2021 J jnl
Analytical Investigation of Long-Time Diffusion Dynamics in a Synaptic Channel With Glial Cells.
IEEE Commun. Lett.
Abdullah Enes Oncu, Halil Umut Ozdemir, Halil Ibrahim Orhan, Bayram Cevdet Akdeniz, Asaf Toprakci, Mehmet Anil Aslihak, H. Birkan Yilmaz, Ali Emre Pusane, Tuna Tugcu, Fatih Dinc
2019 J jnl
Effective Geometry Monte Carlo: A Fast and Reliable Simulation Framework for Molecular Communication.
IEEE Access
Fatih Dinc, Matija Medvidovic, Leander Thiele
2019 J jnl
Exact Markovian and non-Markovian time dynamics in waveguide QED: collective interactions, bound states in continuum, superradiance and subradiance.
Quantum
Fatih Dinc, Ilke Ercan, Agata M. Branczyk
2018 J jnl
A General Analytical Solution to Impulse Response of 3-D Microfluidic Channels in Molecular Communication.
CoRR
Fatih Dinc, Bayram Cevdet Akdeniz, Ali Emre Pusane, Tuna Tugcu
2018 J jnl
Analytical Derivation of the Impulse Response for the Bounded 2-D Diffusion Channel.
CoRR
Fatih Dinc, Bayram Cevdet Akdeniz, Ecda Erol, Dilara Gokay, Ezgi Tekgul, Ali Emre Pusane, Tuna Tugcu
2018 J jnl
Impulse Response of the Channel with a Spherical Absorbing Receiver and a Spherical Reflecting Boundary.
CoRR
Fatih Dinc, Bayram Cevdet Akdeniz, Ali Emre Pusane, Tuna Tugcu
2018 J jnl
Impulse Response of the Molecular Diffusion Channel With a Spherical Absorbing Receiver and a Spherical Reflective Boundary.
IEEE Trans. Mol. Biol. Multi Scale Commun.
Fatih Dinc, Bayram Cevdet Akdeniz, Ali Emre Pusane, Tuna Tugcu
2018 J jnl
The Effective Geometry Monte Carlo Algorithm: Applications to Molecular Communication.
CoRR
Fatih Dinc, Leander Thiele, Bayram Cevdet Akdeniz