The present invention provides a customized sleep management method performed by a customized sleep management system including a step of collecting a bio-signal by using a computing device; a step of generating user sleep data by performing a pre-processing process on the collected bio-signal; a step of classifying sleep steps by using a sleep analysis model receiving the user sleep data and detecting sleep disorder appearing in the classified sleep steps; and a step of providing customized stimulation for alleviating the detected sleep disorder. The bio-signal includes at least one of an electrophysiological signal and a non-electrophysiological signal.

The present disclosure pertains to manipulating electrical activity in the brain of a subject to facilitate wakefulness. The system comprises: a sensory stimulator; a sensor configured to generate output signals conveying information related to brain activity, activity of the central nervous system, and/or activity of the peripheral nervous system of the subject; and a processor configured to: receive a target wake-up moment for the subject; determine one or more activity parameters of the subject during the sleep session; determine whether the one or more activity parameters indicate the subject is in deep sleep a predetermined amount of time before the target wake-up moment; and, responsive to the one or more activity parameters indicating the subject is in deep sleep, cause the one or more sensory stimulators to guide the activity parameters and facilitate/accelerate a transition from deep sleep to light sleep before the target wake-up moment.

The present invention provides systems and methods for management and orchestration of a fleet of remote Internet-of-Things (IoT) devices. The present invention includes a platform for onboarding, provisioning, and managing remote IoT devices throughout their lifetime. The platform includes portals for manufacturers, vendors, and consumers to access device data and sensor data collected by the devices. The data collected by the portal is used to control the fleet of remote IoT devices as well as make recommendations, e.g., for sleep promotion and stress reduction.

The present invention provides systems and methods for management and orchestration of a fleet of remote Internet-of-Things (IoT) devices. The present invention includes a platform for onboarding, provisioning, and managing remote IoT devices throughout their lifetime. The platform includes portals for manufacturers, vendors, and consumers to access device data and sensor data collected by the devices. The data collected by the portal is used to control the fleet of remote IoT devices as well as make recommendations, e.g., for sleep promotion and stress reduction.

A Pavlovian conditioned reflex sleep induction kit includes at least one physiological sensor, wherein the at least one physiological sensor is configured to detect at least a physiological parameter of a user and transmit a detection signal to an automatically activated scent diffuser, wherein the automatically activated scent diffuser is configured to receive an electronic activation signal and to diffuse a scent as a function of the electronic activation signal, a control circuit configured to receive the detection signal from the at least one physiological sensor, to ascertain that the user is entering a hypnagogic state, and to transmit the electronic activation signal to the automatically activated scent diffuser, thereby conditioning the user to respond to subsequent sensing of the same scent. For later use, a user-activated scent diffuser is provided, that diffuses the same scent upon activation by a user, to thereby trigger the conditioned reflex to fall asleep.

A Pavlovian conditioned reflex sleep induction kit includes at least one physiological sensor, wherein the at least one physiological sensor is configured to detect at least a physiological parameter of a user and transmit a detection signal to an automatically activated scent diffuser, wherein the automatically activated scent diffuser is configured to receive an electronic activation signal and to diffuse a scent as a function of the electronic activation signal, a control circuit configured to receive the detection signal from the at least one physiological sensor, to ascertain that the user is entering a hypnagogic state, and to transmit the electronic activation signal to the automatically activated scent diffuser, thereby conditioning the user to respond to subsequent sensing of the same scent. For later use, a user-activated scent diffuser is provided, that diffuses the same scent upon activation by a user, to thereby trigger the conditioned reflex to fall asleep.

A method for canceling noises generated by a respiratory system that is configured to supply pressurized air to a user during a sleep session comprises generating sound data using a microphone; generating, using or one or more sensors, respiration data associated with respiration of the user of the respiratory system; analyzing the sound data to determine if noise associated with operation of the respiratory system is occurring; and causing a speaker to emit sound waves based at least in part on (i) the sound data, (ii) the respiration data, (iii) data related to the operation of the respiratory system, or (iv) any combination of (i), (ii), and (iii), the emitted sound waves being configured to acoustically cancel at least a portion of the noise associated with operation of the respiratory system.

The present disclosure pertains to delivering sensory stimulation to a user during a sleep session. In some embodiments, sensors are configured to generate output signals conveying information related to brain activity of the user during the sleep session. Sensory stimulators are configured to provide the sensory stimulation to the user during the sleep session. One or more processors are configured to determine a demographic group for the user; select a stimulation parameter model associated with the demographic group of the user from a set of stimulation parameter models associated with different demographic groups; and control the one or more sensory stimulators to deliver the sensory stimulation to the user based on the stimulation parameter model for the demographic group of the user and the output signals.

The present disclosure pertains to delivering sensory stimulation to a user during a sleep session. In some embodiments, sensors are configured to generate output signals conveying information related to brain activity of the user during the sleep session. Sensory stimulators are configured to provide the sensory stimulation to the user during the sleep session. One or more processors are configured to determine a demographic group for the user; select a stimulation parameter model associated with the demographic group of the user from a set of stimulation parameter models associated with different demographic groups; and control the one or more sensory stimulators to deliver the sensory stimulation to the user based on the stimulation parameter model for the demographic group of the user and the output signals.

The present invention provides systems, methods, and articles for stress reduction and sleep promotion. A stress reduction and sleep promotion system includes at least one remote device, at least one body sensor, and at least one remote server. In other embodiments, the stress reduction and sleep promotion system includes machine learning.