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researcher

Danyal Akarca

3 papers here

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author2
  • last author1

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • cs.NE2
  • cs.AI1
ORCID 0000-0002-5931-0295

identity via Semantic Scholar / OpenAlex

most citedBuilding artificial neural circuits for domain-general cognition: a primer on brain-inspired systems-level architecture

1 citations · 3 across the 3 of their papers we have counts for

collaborators

3 papers

cs.NE2024★ 1 cited

Spatial embedding promotes a specific form of modularity with low entropy and heterogeneous spectral dynamics

Cornelia Sheeran, Andrew S. Ham, Duncan E. Astle +2

Understanding how biological constraints shape neural computation is a central goal of computational neuroscience. Spatially embedded recurrent neural networks provide a promising…

cs.AI2024★ 1 cited

Multilevel Interpretability Of Artificial Neural Networks: Leveraging Framework And Methods From Neuroscience

Zhonghao He, Jascha Achterberg, Katie Collins +13

As deep learning systems are scaled up to many billions of parameters, relating their internal structure to external behaviors becomes very challenging. Although daunting, this pro…

cs.NE2023★ 1 cited

Building artificial neural circuits for domain-general cognition: a primer on brain-inspired systems-level architecture

Jascha Achterberg, Danyal Akarca, Moataz Assem +3

There is a concerted effort to build domain-general artificial intelligence in the form of universal neural network models with sufficient computational flexibility to solve a wide…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.