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math.DS2024★ 1 cited
Automatic Implementation of Neural Networks through Reaction Networks--Part II: Error Analysis
Yuzhen Fan, Xiaoyu Zhang, Chuanhou Gao +1
This paired article aims to develop an automated and programmable biochemical fully connected neural network (BFCNN) with solid theoretical support. In Part I, a concrete design fo…
math.DS2023
Automatic Implementation of Neural Networks through Reaction Networks -- Part I: Circuit Design and Convergence Analysis
Yuzhen Fan, Xiaoyu Zhang, Chuanhou Gao +1
Information processing relying on biochemical interactions in the cellular environment is essential for biological organisms. The implementation of molecular computational systems…