Before revision:  The structural connectivity matrix of synaptic weights between neurons is a critical determinant of overall network function . However, quantitative links between neural network structure and function are complex and subtle.
After revision:  The structural connectivity matrix of synaptic weights between neurons is a critical determinant of overall network function , but quantitative links between neural network structure and function are complex and subtle.