no code implementations • 4 Feb 2024 • Jianming Lv, Sijun Xia, Depin Liang, Wei Chen
Traditional model-free feature selection methods treat each feature independently while disregarding the interrelationships among features, which leads to relatively poor performance compared with the model-aware methods.
no code implementations • 4 Feb 2024 • Jianming Lv, Depin Liang, Zequan Liang, Yaobin Zhang, Sijun Xia
Compared with gradient based artificial neural networks, biological neural networks usually show a more powerful generalization ability to quickly adapt to unknown environments without using any gradient back-propagation procedure.