Danyal Akarca
- Multilevel Interpretability Of Artificial Neural Networks: Leveraging Framework And Methods From Neuroscience
2024/08/22 by Zhonghao He, He, Zhonghao, Jascha Achterberg +31 · 1 voice · 3 citations
Computer Science · #Explainable Artificial Intelligence (XAI)
- Spatial embedding promotes a specific form of modularity with low entropy and heterogeneous spectral dynamics
2024/09/26 by Cornelia Sheeran, Andrew Siyoon Ham, Andrew S. Ham +8 · 1 voice · 2 citations
Neuroscience · #Neural dynamics and brain function
- Brain-Like Processing Pathways Form in Models With Heterogeneous Experts
2025/06/03 by Jack Cook, Cook, Jack, Danyal Akarca +5 · 2 voices · 2 citations
#q-bio.NC #cs.NE
- Beyond Rate Coding: Surrogate Gradients Enable Spike Timing Learning in Spiking Neural Networks
2025/07/21 by Ziqiao Yu, Yu, Ziqiao, Pengfei Sun +5 · 1 voice · 2 citations
Engineering · Neuroscience · Computer Science · #Advanced Memory and Neural Computing #Neural dynamics and brain function #Neural Networks and Reservoir Computing
- Toward computational neuroconstructivism: a framework for developmental systems neuroscience
2023/05/31 by Duncan E. Astle, Mark H. Johnson, Danyal Akarca · 1 voice · 1 citation
Neuroscience · Biochemistry, Genetics and Molecular Biology · #Neural dynamics and brain function #Cell Image Analysis Techniques #Gene Regulatory Network Analysis
- Exploiting heterogeneous delays for efficient computation in low-bit neural networks
2025/10/31 by Pengfei Sun, Sun, Pengfei, Jascha Achterberg +7 · 1 voice · 5 citations
Engineering · Computer Science · #Advanced Memory and Neural Computing #Ferroelectric and Negative Capacitance Devices #Neural Networks and Reservoir Computing