10 search results - page 1 / 2 » A High Performance k-NN Classifier Using a Binary Correlatio... |
NIPS
1998
13 years 6 months ago
1998
This paper presents a novel and fast k-NN classifier that is based on a binary CMM (Correlation Matrix Memory) neural network. A robust encoding method is developed to meet CMM in...
IJCNN
2006
IEEE
13 years 10 months ago
2006
IEEE
—The AURA k-Nearest Neighbour classifier associates binary input and output vectors, forming a compact binary Correlation Matrix Memory (CMM). For a new input vector, matching ve...
VLSID
2007
IEEE
14 years 5 months ago
2007
IEEE
Today, VLSI systems for computationally demanding applications are being built as Systems-on-Chip (SoCs) with a distributed memory sub-system which is shared by a large number of ...
NPL
2006
13 years 4 months ago
2006
The authors previously proposed a self-organizing Hierarchical Cerebellar Model Articulation Controller (HCMAC) neural network containing a hierarchical GCMAC neural network and a ...
ICCD
2005
IEEE
14 years 1 months ago
2005
IEEE
FPGAs (Field-Programmable Gate Arrays) are often used as coprocessors to boost the performance of dataintensive applications [1, 2]. However, mapping algorithms onto multimillion-...