The Hidden Leadership Trap: Linear Thinking In An Exponential World

Thriving in an exponential world requires more than a better strategy. It demands quantum thinking, the shift from linear ...
PNAS

Language models reveal a complex sequence basis for adaptive convergent evolution of protein functions

We thank Dr. Jianzhi Zhang, Dr. Xionglei He, Dr. Weiwei Zhai, Shanshan Chen, Han Liu, Tianhan Wang, and three anonymous reviewers for valuable comments. This work was supported by the Strategic ...
IEEE

Curvature-Based Piecewise Linear Approximation Method of GELU Activation Function in Neural Networks

Abstract: Artificial neural networks (ANNs) rely significantly on activation functions for optimal performance. Traditional activation functions such as ReLU and Sigmoid are commonly used. However, ...