Title :
Can control theory throw light on Parkinson´s disease and its treatment with deep brain stimulation?
Author :
de Paor, A.M. ; Lowery, M.M.
Author_Institution :
Sch. of Electr., Electron. & Mech. Eng., Univ. Coll. Dublin, UCD, Dublin, Ireland
Abstract :
A simple neural mass model is used to represent oscillatory activity within closed loop circuits of interacting neurons in the basal ganglia area of the brain in Parkinson´s disease. Pathological oscillatory neural activity is generated within the tremor (3-8 Hz), beta (15-30 Hz) and gamma (30-90 Hz) frequency bands. Quenching of the oscillations by means of high frequency deep brain stimulation is illustrated. It is shown that interaction between sub-loops exhibiting tremor and gamma band activity can produce new oscillations within the beta band range, a frequency range clinically associated with increased bradykinesia and akinesia. It is similarly shown that interactions between neural circuits oscillating at the tremor and beta frequencies may result in oscillations at approximately twice the frequency of Parkinsonian tremor.
Keywords :
bioelectric phenomena; circuit oscillations; closed loop systems; diseases; medical control systems; neural nets; neurophysiology; Parkinson disease; akinesia; basal ganglia area; beta band; beta frequency bands; bradykinesia; brain; closed loop circuits; control theory; frequency 15 Hz to 90 Hz; frequency 3 Hz to 8 Hz; gamma frequency bands; high frequency deep brain stimulation; neural circuits; pathological oscillatory neural activity; simple neural mass model; tremor frequency bands; Control theory; Parkinson´s disease; deep brain stimulation; neural mass model;
Conference_Titel :
Signals and Systems Conference (ISSC 2009), IET Irish
Conference_Location :
Dublin
DOI :
10.1049/cp.2009.1681