The present disclosure relates generally to the field of neurological
disease treatment, and in particular to devices and methods for treating neurological diseases based on adaptive stimulation, and methods for controlling such devices. In particular, the present disclosure relates generally to a neurological
disease adaptive treatment device (10) including an implantable
electrode (11) configured to sense
neural activity signals and apply electrical stimulation signals, and a
processing and stimulation unit (14) connected to the implantable
electrode (11). The
processing and stimulation unit includes at least a stimulation module (16) configured to generate a stimulation
signal delivered by the implantable
electrode (11), the stimulation
signal characterized by at least one
stimulation parameter, an acquisition module (20) configured to
record a
neural activity signal record of the
neural activity signal sensed by the implantable electrode, and a
processing module (18). The processing module (18) is configured to process the neural activity signal recordings recorded by the acquisition module (20) based on a first
control logic (22) and adjust at least one
stimulation parameter (A) based on the at least one neural activity signal recording processed according to the first
control logic (22), the first
control logic being a function dependent on at least one signal feature (Fi) of the neural activity signal recordings and composed of a plurality of different function elements based on at least one control parameter (Cj), each function element of the plurality of different function elements being associated with a respective range of the at least one signal feature (Fi), and the processing module (18) is configured to process the neural activity signal recordings recorded by the acquisition module (20) based on a second control logic (23) and adjust the at least one control parameter (Cj) of the first control logic (22) based on the at least one neural activity signal recording processed according to the second control logic (23).