Training of an electroencephalography based control system

A system comprising:

• an electroencephalography (EEG) device configured to be positioned on a head of a user, wherein the EEG device includes one or more electrodes configured to detect signals from a brain of the user;
• circuitry coupled to the one or more electrodes configured to process signals detected via the one or more electrodes of the EEG device;
• a processor coupled to or in communication with the circuitry,
• a memory accessible by the processor;
• program instructions stored in the memory for execution by the processor;
• data stored in the memory comprising a control instruction,
• wherein execution of the program instructions configures the processor to:
• generate, based on the control instruction, a control data signal, for control of an operation of a controllable device configured to provide a premises related service in an area of a premises;
• and
• wherein, in a training phase, execution of the program instructions further configures the processor to:
• determine whether or not that the control operation of the control data signal is consistent with the detected EEG signals based on a trusted input from the user,
• upon determination that the control operation is not consistent with the detected signals, associate the detected EEG signals with another control instruction in the data, wherein the another control instruction is different from the control instruction,
• determine that the association is consistent with the another control instruction based on another trusted input from the user, and
• store, in a memory, recognition data characterizing the detected EEG signals as a predetermined set of signals in association with the another control instruction.

A method comprising:

• detecting signals from an EEG device;
• determining whether or not a control operation of a control data signal is consistent with the detected EEG signals based on a trusted input from a user, wherein the control data signal is generated based on a control instruction stored in data for the control operation of a controllable device configured to provide a premises related service;
• and
• upon determination that the control operation is consistent with the detected EEG signals, storing, in a memory, recognition data characterizing the detected EEG signals as a predetermined set of signals in association with the control instruction.

A method comprising:

• receiving detected signals from an EEG device;
• determining whether or not a control operation of a control data signal is consistent with the detected EEG signals based on a trusted input from the user, wherein the control data signal is generated based on a control instruction stored in data for the control operation of a controllable device configured to provide a premises related service;
• and
• upon determination that the control operation is not consistent with the detected EEG signals:
• associating the detected EEG signals with another control instruction in the data, wherein the another control instruction is different from the control instruction,
• determining that the association is consistent based on another trusted input from the user, and
• storing, in memory, recognition data characterizing the detected EEG signals as a predetermined set of signals in association with the another control instruction.