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ORCIDDanyal Akarca
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2020 – today
- 2026
[j2]Wojtek Treyde
, Aleksy Kwiatkowski, Jascha Achterberg, Danyal Akarca, Martin Buttenschoen, Rory T. Byrne, Kieran Didi, Kristina Kordova, Jakub Lála, Jonathon Langford, Austin M. Mroz, Puria Radmard, Filip T. Szczypinski, Eva Sevenster, Inga Van den Bossche, Michal Wójcik:
Organizing across disciplines to tackle shared computational challenges. Patterns 7(5): 101518 (2026)- [i11]Tom Yates, Yuzhou Cheng, Ignacio Alzugaray, Danyal Akarca, Pedro A. M. Mediano, Andrew J. Davison:
Belief Propagation Converges to Gaussian Distributions in Sparsely-Connected Factor Graphs. CoRR abs/2601.21935 (2026) - [i10]Guillhem Artis, Danyal Akarca, Jascha Achterberg:
The Principle of Maximum Heterogeneity Optimises Productivity in Distributed Production Systems Across Biology, Economics, and Computing. CoRR abs/2604.07602 (2026) - [i9]Jatin Sharma, Dan F. M. Goodman, Danyal Akarca:
Unifying Dynamical Systems and Graph Theory to Mechanistically Understand Computation in Neural Networks. CoRR abs/2605.03598 (2026) - 2025
- [c2]Jack Cook, Danyal Akarca, Rui Ponte Costa, Jascha Achterberg:
Brain-Like Processing Pathways Form in Models With Heterogeneous Experts. NeurIPS 2025 - [i8]Jack Cook, Danyal Akarca, Rui Ponte Costa, Jascha Achterberg:
Brain-Like Processing Pathways Form in Models With Heterogeneous Experts. CoRR abs/2506.02813 (2025) - [i7]Pengfei Sun, Jascha Achterberg, Zhe Su, Dan F. M. Goodman, Danyal Akarca:
Exploiting heterogeneous delays for efficient computation in low-bit neural networks. CoRR abs/2510.27434 (2025) - [i6]Balázs Mészáros, James C. Knight, Danyal Akarca, Thomas Nowotny:
Space as Time Through Neuron Position Learning. CoRR abs/2511.01632 (2025) - [i5]Pengfei Sun, Zhe Su, Jascha Achterberg, Giacomo Indiveri, Dan F. M. Goodman, Danyal Akarca:
Algorithm-hardware co-design of neuromorphic networks with dual memory pathways. CoRR abs/2512.07602 (2025) - [i4]Yingchao Yu, Pengfei Sun, Yaochu Jin, Kuangrong Hao, Hao Zhang, Yifeng Zhang, Wenxuan Pan, Wei Chen, Danyal Akarca, Yuchen Xiao:
Self-motion as a structural prior for coherent and robust formation of cognitive maps. CoRR abs/2512.20044 (2025) - 2024
- [i3]Zhonghao He, Jascha Achterberg, Katie Collins, Kevin K. Nejad, Danyal Akarca, Yinzhu Yang, Wes Gurnee, Ilia Sucholutsky, Yuhan Tang, Rebeca Ianov, George Ogden, Chole Li, Kai Sandbrink, Stephen Casper, Anna Ivanova, Grace W. Lindsay:
Multilevel Interpretability Of Artificial Neural Networks: Leveraging Framework And Methods From Neuroscience. CoRR abs/2408.12664 (2024) - [i2]Cornelia Sheeran, Andrew S. Ham, Duncan E. Astle, Jascha Achterberg, Danyal Akarca:
Spatial embedding promotes a specific form of modularity with low entropy and heterogeneous spectral dynamics. CoRR abs/2409.17693 (2024) - 2023
- [j1]Jascha Achterberg, Danyal Akarca, D. J. Strouse, John Duncan, Duncan E. Astle:
Spatially embedded recurrent neural networks reveal widespread links between structural and functional neuroscience findings. Nat. Mac. Intell. 5(12): 1369-1381 (2023) - [i1]Jascha Achterberg, Danyal Akarca, Moataz Assem, Moritz P. Heimbach, Duncan E. Astle, John Duncan:
Building artificial neural circuits for domain-general cognition: a primer on brain-inspired systems-level architecture. CoRR abs/2303.13651 (2023)
2010 – 2019
- 2019
- [c1]Danyal Akarca, Philip Y. Xiu, Dave Ebbitt, B. Mustafa, Hasan Al-Ramadhani, Abdullah Albeyatti:
Blockchain Secured Electronic Health Records: Patient Rights, Privacy and Cybersecurity. DESSERT 2019: 108-111
Coauthor Index
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