<b>Approaches of Pattern Recognition in Analysing the Neurological Disorders A Review</b> Neurological disorder is mainly concerned with the body nervous system. For most of the neurological disorders diagnostic imaging generates a particular pattern for identifying the different anomalies. Pattern Recognition which is used as tool for extracting the features from a lot of noisy data by which the different patterns are recognized by using different approaches like Template matching, Statistical, Syntactic or Structural and neural network based techniques. This paper Reviews the different approaches of Pattern Recognition that are likely suitable for recognizing the particular pattern of the neurological disorders .All these techniques help in decision support to diagnose the treatment of illnesses. Pattern Recognition, Template matching, Statistical, Syntactic or Structural, neural network and Neurological disorders 1729-1733 Issue-3 Volume-2 Mrs. Rashmi Somshekhar