Spatially heterogeneous learning by a deep student machine
Despite spectacular successes, deep neural networks (DNNs) with a huge number of adjustable parameters remain largely black boxes. To shed light on the hidden layers of DNNs, we study supervised learning by a DNN of width N and depth L consisting of NL perceptrons with c inputs by a statistical mech...
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| Format: | Article |
| Language: | English |
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American Physical Society
2023-07-01
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| Series: | Physical Review Research |
| Online Access: | http://doi.org/10.1103/PhysRevResearch.5.033068 |