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- Variance MaximizationBased Nonlinear Independent Component Analysis (ICA) Amjad Hussain and Mohamad H. Hassoun
- Capacity of an RCE-based Hamming Associative Memory for Human Face Recognition
- In this paper we construct an associative memory model based on the restricted Coulomb energy (RCE)
- 756 IEEE TRANSACTIONS ON NEURAL NETWORKS, VOL. 18, NO. 3, MAY 2007 A Weighted Voting Model of Associative Memory
- In a related paper [1], a weighted voting RAM-based associative memory model was proposed, and a
- Abstract -In this paper, we examine the performance of a weighted voting classification strategy for human face
- We investigate a template matching-based classifier system which uses local distance computations and a
- This paper describes and analyzes a database of face images which was collected in a laboratory setting.
- In this paper, we formulated an expression for the capacity of the Hamming associative memory and explored its relation to the exponential DAM. In terms of hardware implementation,
- Alternatives to Energy FunctionBased Analysis of Recurrent Neural Networks
- This paper presents simulations of the capacity and error correction capability of the twolevel decoupled
- 4. Hassoun, M. (1995). Fundamentals of Artificial Neural Networks, MIT Press. 5. Hassoun, M., Watta, P., and Shringarpure, R. (1995). ``Validation Without a Validation Set in BPTrained Neural
- Abstract -Gabor wavelet-based feature extraction has been emerging as one of the most promising ways to
- point, rather than relying on visual inspection of the training error plot. Also, we will study further the
- This paper describes a complete face recognition system. The system uses a template matching approach
- In this paper we investigate a RAM-based associative memory that uses a weighted voting scheme.
- This paper presents a theoretical analysis of the two level decoupled Hamming network, which is a high
- A Two-Level Hamming Network for High Performance Associative Memory
