Algorithms and Parallel Very Large Scale Integration Architectures

Introduction to system design: Algorithms and parallel architectures (E. Deprettere). Parts: 1. Computational Circuits and Systems. A course on the algebraic schur and nevanlinna-pick interpolation problems (P.M. Dewilde). Multiscale signal processing: From QMF to wavelets (A. Benveniste). Lossless arrays and fast algorithms for structured matrices (H. Lev-Ari, T. Kailath). Orthogonal filters: Numerically robust structures for signal processing (P.R. Chitrapu). Multiple layer cellular neural networks - A tutorial (L.O. Chua, B.E. Shi). Principles of dynamical neural network structure and adaptive learning (S. Tan, J. Vandewalle). 2. Numerical Filtering and Integration. Efficient estimation of multiple parameters from sensor array data (M. Viberg, B. Ottersten). SVD-based estimation of low-rank system parameters (A.J. van der Veen et al.). Generalizations of the singular value and QR decomposition (B. de Moor). An overview of some recent advancements in fast RLS algorithms (D.T.M. Slock). 3-Dimensional finite element modeling of integrated circuit capacitances (N. van der Meijs, A. van Genderen). Large scale modeling in computational fluid dynamics (P. Wesseling). 3. Aspects of Design Methodologies. A language-oriented approach to the design of systolic chips (H. Leverge et al.). Systematic design of local processor arrays for numerical algorithms (L. Thiele, V. Roychowdhury). Processor clustering for the design of optimal fixed-size systolic arrays (J. Bu, E.F. Deprettere). Solving dense linear systems on systolic architectures (Y. Robert). Microcoded processor architectures and synthesis methodologies for real-time signal processing (F. Catthoor). Architectures for control (G.W. Irwin). Architectures for real-time video (A.H.M. van Roermund). A tour of computer graphics algorithms and architectures (F.L. Kitson).