Mathematical Modeling of Gene Networks

Mathematical Modeling of Gene Networks

well suited for predicting the effects of nonlinear interacPaul Smolen, Douglas A. Baxter, tions such as those dependent on oligomerization of and John H. Byrne* TFs, and for predicting the effects of biochemical time Department of Neurobiology and Anatomy delays, such as are required for intracellular transport W.M. Keck Center for the Neurobiology of Learning of macromolecules. Thus, for a sp...

Social Networks and Mathematical Modeling

Over the past 30 years, mathematical models of the spread of epidemics and the dynamics of societal cooperation have gradually incorporated more and more information about social network structures. This information is important not just to improve the accuracy of models, but also to improve their qualitative behavior and provide an ever deeper understanding of the spread of diseases and the wa...

Mathematical Modeling of Biological Signaling Networks

Intracellular signaling networks, which are composed of interconnected biochemical pathways, regulate and actuate responses such as cell-cycle progression and cell migration, survival, and differentiation. Although our knowledge of the intricate biochemical mechanisms at the level of individual proteins and molecular interactions is ever expanding, those details leave us with an even murkier vi...

Mathematical Modeling of Artificial Neural Networks

Models and algorithms have been designed to mimic information processing and knowledge acquisition of the human brain generically called artificial or formal neural networks (ANNs), parallel distributed processing (PDP), neuromorphic or connectionist models. The term network is common today: computer networks exist, communications are referred to as networking, corporations and markets are stru...

Ee 6902 Mathematical Modeling of Gene Regulatory