College of Information Technology

Research output

Research output per year 1982 2019 2020 2021 2022 2023 2024 2024

• 33494 Citations
• 76 h-index
• 1138 Conference contribution
• 839 Article
• 89 Review article
• 81 Chapter
• 132 More
  • 44 Conference article
  • 30 Editorial
  • 14 Comment/debate
  • 13 Book
  • 13 Patent
  • 9 Paper
  • 4 Foreword/postscript
  • 1 Commissioned report
  • 1 Chapter (peer-reviewed)
  • 1 Short survey
  • 1 Other contribution
  • 1 Preprint

Research output per year

Research output per year

Search results

• 1995

  VLSI Optimal Neural Network Learning Algorithm

  Beiu, V. & Taylor, J. G., Apr 19 1995, International Conference on Artificial Neural Nets and Genetic Algorithms.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Neural Network 100%
  • Fan-in 100%
  • Postsynaptic Density Protein 95 (PSD-95) 100%
  • Feedforward Neural Network 100%
  • Neural Network Algorithm 100%
• 1994

  Addition Using Constrained Threshold Gates

  Beiu, V., Peperstraete, J. A., Vandewalle, J. & Lauwereins, R., Nov 16 1994, International Conference on Technical Informatics.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Boolean Function 100%
  • Neural Network 100%
  • Synaptic Weight 100%
  • Subclasses 100%
  • Linearly Separable 50%

• Area-Time Performances of Some Neural Computations

  Beiu, V., Peperstraete, J. A., Vandewalle, J. & Lauwereins, R., Apr 25 1994, International Symposium on Signal Processing, Robotics and Artificial Neural Networks.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Boolean Function 100%
  • Gate Circuit 100%
  • Neural Computation 100%
  • Time Performance 100%
  • Electronic Circuit 100%

• Learning from Examples and VLSI Implementation of Neural Networks

  Beiu, V., Peperstraete, J. A., Vandewalle, J. & Lauwereins, R., Apr 5 1994, European Meeting on Cybernetics and System Research.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Optimizing Network 100%
  • Input Bit 100%
  • Learning Technique 100%
  • Learning from Examples 100%
  • Neural Network 100%

• On the Circuit Complexity of Feedforward Neural Networks

  Beiu, V., Peperstraete, J. A., Vandewalle, J. & Lauwereins, R., May 26 1994, International Conference on Artificial Neural Networks.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Nonlinear Activation Function 100%
  • Acyclic Graph 100%
  • Artificial Neuron 100%
  • Activation Function 100%
  • Output Node 33%

• Placing Feedforward Neural Networks Among Several Circuit Complexity Classes

  Beiu, V., Peperstraete, J. A., Vandewalle, J. & Lauwereins, R., Jun 4 1994, World Conference on Neural Networks. Lawerence Erlbaum Associates, Inc., and INNS Press

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Circuit Complexity 100%
  • Feedforward Neural Network 100%
  • Complexity Class 100%
  • Feedforward 100%
  • Electronic Circuit 100%

• VLSI Complexity Reduction by Piece-Wise Approximation of the Sigmoid Function

  Beiu, V., Peperstraete, J. A., Vandewalle, J. & Lauwereins, R., Apr 20 1994, European Symposium on Artificial Neural Networks.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Dition 100%
  • Powers of 2 100%
  • Piecewise Linearization 100%
  • Complexity Reduction 100%
  • Sigmoid Function 100%
• 1993

  COMPARISON and Threshold Gate Decomposition

  Beiu, V., Peperstraete, J., Vandewalle, J. & Lauwereins, R., Apr 6 1993, International Conference on Microelectronics for Neural Networks.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

• Efficient Decomposition of Comparison and Its Applications

  Beiu, V., Peperstraete, J., Vandewalle, J. & Lauwereins, R., Apr 7 1993, European Symposium on Artificial Neural Networks.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Efficient Decomposition 100%
  • Neural Network 100%
  • Boolean Function 100%
  • Constant Weight 50%
  • Transformation Algorithm 50%

• Enhanced Threshold Gate Fan-In Reduction Algorithms

  Beiu, V., Peperstraete, J. & Lauwereins, R., Jul 15 1993, International Conference on Young Computer Scientists.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Reduction Algorithm 100%
  • Threshold Gate 100%
  • Constructive Proof 50%

• Overview of Some Efficient Threshold Gate Decomposition Algorithms

  Beiu, V., Peperstraete, J., Vandewalle, J. & Lauwereins, R., May 25 1993, International Conference on Control System and Computer Science.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

• Systolic Pattern Recognition Based on Neural Algorithm

  Creteanu, D. O., Beiu, V., Peperstraete, J. A. & Lauwereins, R., Apr 13 1993, International Conference on Artificial Neural Networks and Genetic Algorithms.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Recognition-based 100%
  • Pattern Classification 50%
  • Hamming Distance 50%
  • M-class 50%
  • Matching Score 50%
• 1992

  Algorithms for Fan-in Reduction

  Beiu, V., Peperstraete, J. A. & Lauwereins, R., Nov 2 1992, International Conference on Neural Networks and Their Applications.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

• Continuous Boltzmann Machines - Theoretical Aspects and Applications

  Beiu, V., Ioan, D. C. & Dumbrava, M. C., May 4 1992, Computer Systems and Software Engineering.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Elliptic System of Partial Differential Equations 100%
  • Physical Field 100%
  • Boltzmann Machine 100%
  • Elliptic Partial Differential Equations 16%
  • Characteristic Feature 16%

• Enhanced Threshold Gate Fan-in Reduction Algorithm

  Beiu, V., Peperstraete, J. A. & Lauwereins, R., Nov 19 1992, Interdisciplinary Centrum for Neural Networks.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

• Physical Fields Determination Using Continuous Boltzmann Machines

  Beiu, V., Ioan, D. C., Dumbrava, M. C. & Robciuc, O., Feb 10 1992, International Symposium Applied Informatics.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Physical Field 100%
  • Field Determination 100%
  • Steady State 100%
  • Partial Differential Equation 50%
  • Elliptic System of Partial Differential Equations 50%

• Simpler Neural Networks by Fan-in Reduction

  Beiu, V., Peperstraete, J. A. & Lauwereins, R., Nov 3 1992, IEEE International Joint Conference on Neural Networks.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

• Using Threshold Gates to Implement Sigmoid Nonliniarities

  Beiu, V., Peperstraete, J. A. & Lauwereins, R., Sept 4 1992, International Conference on Artificial Neural Networks.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
• 1991

  Neural Network for Digital Image Enhancement

  Beiu, V., Jun 24 1991, International Conference on Artificial Neural Networks.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

• NeuroSim - A Neural Network Simulator

  Beiu, V., May 22 1991, International Conference on Control System and Computer Science.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

• Optimal Reconstruction from Sampled Data with Parallel Structures

  Georgescu, S. & Beiu, V., 1991, ISMM International Workshop on Parallel Computing. Acta Press

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
• 1990

  Neural Network Priority Queue

  Beiu, V., 1990, International Workshop on Parallel Processing by Cellular Automata. Akademie-Verlag

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
• 1989

  Recognition of Moving Objects Using NeuroSim

  Beiu, V. & Georgescu, S., Oct 19 1989, International Symposium in Informatics.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

• The Facilities of the NeuroSim Environment

  Beiu, V., Florea, A. & Georgescu, S., Oct 19 1989, International Symposium on Informatics.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

• The "Hello VLSI" CAD Environment

  Petrescu, A. & Beiu, V., Oct 11 1989, IEEE Annual Conference on Semiconductors.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
• 1988

  Parallel Arrays for High Speed Line-Drawing

  Beiu, V., Oct 17 1988, International Workshop on Parallel Processing by Cellular Automata and Arrays. Springer LNCS 342

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
• 1987

  Adaptive Kalman Filtering. Implementation of a Dedicated Structure

  Oltean, E. & Beiu, V., May 27 1987, International Conference on Control System and Computer Science.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

• A Smart Memory for Set-Structure Processing

  Beiu, V., Oct 8 1987, International Symposium on Informatics.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

• Smart VLSI Memory Chips Implementing Elementary Operations on Lists

  Beiu, V., May 27 1987, International Conference on Control System and Computer Science.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

• VLSI Arrays Implementing Parallel Line-Drawing Algorithms

  Beiu, V., Oct 8 1987, International Symposium on Informatics.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
• 1986

  Self-Testable and Self-Repairable Antialiasing Unit

  Beiu, V., Oct 23 1986, International MICROELECTRONICS'86 Conference.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
• 1985

  Algorithm for Adding Universal Represented Real (URR) Numbers

  Beiu, V. & Neagu, A., Oct 18 1985, International Symposium on Informatics.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

• Dedicating Computing Unit for Antialiasing

  Beiu, V., Oct 18 1985, International Symposium on Informatics.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

• Design of Hierarchically Organized Memories for VLSI Implementation

  Beiu, V., Petrescu, A. & Rosu, I., May 22 1985, International Conference on Control System and Computer Science.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

• VLSI Implementation of a Self-Testable Real Content Addressable Memory

  Beiu, V. & Rosu, I., May 22 1985, International Conference on Control System and Computer Science.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
• 1983

  An Algorithm for Priorities Evaluation in a Statistical Multiplexer

  Rosu, I., Beiu, V. & Kappel, T., Jun 8 1983, International Conference on Control System and Computer Science.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
• 1982

  High Speed Algorithm for Executing the MOD Instruction

  Beiu, V., Oct 17 1982, National Conference on Electronics, Telecommunication, Control, and Computers.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
• 1800

  How to Build VLSI-Efficient Neural Chips

  Beiu, V., 1800, International ICSC Symposium on Engineering of Intelligent Systems.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution