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Jurnal
Neural Networks
Scopus
ISSN 0893-6080 · Elsevier BV · 11 artikel di indeks
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Artikel Jurnal Teks lengkap
Deep learning, reinforcement learning, and world models
Deep learning (DL) and reinforcement learning (RL) methods seem to be a part of indispensable factors to achieve human-level or super-human AI systems. On the other hand, both DL and RL have strong connections with our brain functions and with neuroscientific findings. In this review, we summarize…
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Artikel Jurnal Teks lengkap
EEG based multi-class seizure type classification using convolutional neural network and transfer learning
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Artikel Jurnal Teks lengkap
High-dimensional dynamics of generalization error in neural networks
We perform an analysis of the average generalization dynamics of large neural networks trained using gradient descent. We study the practically-relevant "high-dimensional" regime where the number of free parameters in the network is on the order of or even larger than the number of examples in the…