Bojana Grujičić
Biographic Data
| ID | 5995681 |
|---|---|
| NAME | Bojana Grujičić |
| GIVEN NAMES | Bojana |
| FAMILY NAME | Grujičić |
| SIGNATURE | GRUJIČIĆ B |
| AFFILIATIONS | Humboldt-Universität zu Berlin |
| ORCID | 0000-0003-2551-5070 |
| VERIFIED | Yes |
| TOTAL WORKS | 1 |
| TOTAL CITATIONS | 0 |
| AUTHOR COUNT | 1 |
| EDITOR COUNT | 0 |
| FIRST PUBLICATION YEAR | 2024 |
| LATEST PUBLICATION YEAR | 2024 |
| H-INDEX | 0 |
Deep convolutional neural networks are not mechanistic explanations of object recognition
Given the extent of using deep convolutional neural networks to model the mechanism of object recognition, it becomes important to analyse the evidence of their similarity and the explanatory potential of these models. I focus on one frequent method of their comparison—representational similarity analysis, and I argue, first, that it underdetermines these models as how-actually mechanistic explanations. This happens because different similarity m…
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Deep convolutional neural networks are not mechanistic explanations of object recognition
Given the extent of using deep convolutional neural networks to model the mechanism of object recognition, it becomes important to analyse the evidence of their similarity and the explanatory potential of these models. I focus on one frequent method of their comparison—representational similarity analysis, and I argue, first, that it underdetermines these models as how-actually mechanistic explanations. This happens because different similarity m…
Adversarial Robustness in Machine Learning (1 works) · Artificial Intelligence (1 works) · Artificial Intelligence (1 works) · Cell Image Analysis Techniques (1 works) · Cognitive neuroscience of visual object recognition (1 works) · Cognitive psychology (1 works) · Cognitive science (1 works) · Computer Science (1 works) · Convolutional neural network (1 works) · Deep learning (1 works)