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Neurosity

@neurosity/sdk

@neurosity/sdk / Neurosity

Class: Neurosity

Defined in: Neurosity.ts:70

Example

import { Neurosity } from "@neurosity/sdk";

const neurosity = new Neurosity();

Constructors​

Constructor​

new Neurosity(options): Neurosity

Defined in: Neurosity.ts:113

Creates new instance of the Neurosity SDK

const neurosity = new Neurosity();

Parameters​

options​

SDKOptions = {}

Returns​

Neurosity

Accessors​

training​

Get Signature​

get training(): Training

Defined in: Neurosity.ts:1245

Streaming modes:Wi-Fi
neurosity.training.record({
  metric: "kinesis",
  label: "push"
});

neurosity.training.stop({
  metric: "kinesis",
  label: "push"
});
Returns​

Training

Training methods

Methods​

__getApp()​

__getApp(): FirebaseApp

Defined in: Neurosity.ts:389

Internal

Not user facing.

Returns​

FirebaseApp

accelerometer()​

accelerometer(): Observable<Accelerometer>

Defined in: Neurosity.ts:823

Streaming modes:Wi-FiBluetooth

Observes accelerometer data Supported by the Crown and Notion 2 devices.

neurosity.accelerometer().subscribe(accelerometer => {
  console.log(accelerometer);
});

// { acceleration: ..., inclination: ..., orientation: ..., pitch: ..., roll: ..., x: ..., y: ..., z: ... }

Returns​

Observable<Accelerometer>

Observable of accelerometer metric events

addDevice()​

addDevice(deviceId): Promise<void>

Defined in: Neurosity.ts:415

Add a device to the user's account

await neurosity.addDevice("[deviceId]");

Parameters​

deviceId​

string

Returns​

Promise<void>

addMarker()​

addMarker(label): Promise<Action>

Defined in: Neurosity.ts:694

Streaming modes:Wi-FiBluetooth

Injects an EEG marker to data stream

neurosity.addMarker("eyes-closed");

// later...

neurosity.addMarker("eyes-open");

Parameters​

label​

string

Name the label to inject

Returns​

Promise<Action>

brainwaves()​

brainwaves(label): Observable<Epoch | PSD | PowerByBand>

Defined in: Neurosity.ts:903

Streaming modes:Wi-FiBluetooth

The raw brainwaves parameter emits epochs of 16 samples for Crown and 25 for Notion 1 and 2.

Example

neurosity.brainwaves("raw").subscribe(brainwaves => {
  console.log(brainwaves);
});

Raw Unfiltered - The rawUnfiltered brainwaves parameter emits epochs of 16 samples for Crown and 25 for Notion 1 and 2.

Example

neurosity.brainwaves("rawUnfiltered").subscribe(brainwaves => {
  console.log(brainwaves);
});

Power By Band - The powerByBand brainwaves parameter emits epochs 4 times a second. Every frequency label (e.g. beta) contains an average power value per channel.

Example

neurosity.brainwaves("powerByBand").subscribe(brainwaves => {
  console.log(brainwaves);
});

Power Spectral Density (PSD) - The psd brainwaves parameter emits epochs 4 times a second. Every frequency label (e.g. alpha) contains the computed FFT (Fast Fourier transform) value per channel (see the psd property), as well as the frequency ranges (see the freqs property).

Example

neurosity.brainwaves("psd").subscribe(brainwaves => {
  console.log(brainwaves);
});

Parameters​

label​

BrainwavesLabel

Name of metric properties to filter by

Returns​

Observable<Epoch | PSD | PowerByBand>

Observable of brainwaves metric events

calm()​

calm(): Observable<Calm>

Defined in: Neurosity.ts:947

Streaming modes:Wi-FiBluetooth

Example

neurosity.calm().subscribe(calm => {
  console.log(calm.probability);
});

// 0.45
// 0.47
// 0.53
// 0.51
// ...

Returns​

Observable<Calm>

Observable of calm events - awareness/calm alias

changeSettings()​

changeSettings(settings): Promise<void>

Defined in: Neurosity.ts:1210

Streaming modes:Wi-Fi

Changes device settings programmatically. These settings can be also changed from the developer console under device settings.

Available settings [[Settings]]

Example

neurosity.changeSettings({
  lsl: true
});

Parameters​

settings​

Settings

Returns​

Promise<void>

createAccount()​

createAccount(credentials): Promise<any>

Defined in: Neurosity.ts:1338

Creates user account and automatically signs in with same credentials

Parameters​

credentials​

EmailAndPassword

Returns​

Promise<any>

user credential

createApiKey()​

createApiKey(data): Promise<ApiKeyRecord>

Defined in: Neurosity.ts:1389

Creates API key to use to login with { apiKey }.

Parameters​

data​

CreateApiKeyRequest

Returns​

Promise<ApiKeyRecord>

API key record

createBluetoothToken()​

createBluetoothToken(): Promise<string>

Defined in: Neurosity.ts:1358

Internal

Not user facing

Creates token (JWT) designed to authenticate and authorize Bluetooth clients/centrals.

Returns​

Promise<string>

token

createCustomToken()​

createCustomToken(): Promise<CustomToken>

Defined in: Neurosity.ts:1370

Internal

Not user facing yet

Creates custom token (JWT) to use to login with { customToken }.

Returns​

Promise<CustomToken>

custom token

createOAuthURL()​

createOAuthURL(config): Promise<string>

Defined in: Neurosity.ts:1482

Create OAuth URL 💡 OAuth requires developers to register their apps with Neurosity Read full OAuth guide

Creates client-specific OAuth URL. This is the first step of the OAuth workflow. Use this function to create a URL you can use to redirect users to the Neurosity sign-in page. 💡 This function is designed to only run on the server side for security reasons, as it requires your client secret.

const { Neurosity } = require("@neurosity/sdk");

const neurosity = new Neurosity({
  autoSelectDevice: false
});

exports.handler = async function (event) {
  return neurosity
    .createOAuthURL({
      clientId: process.env.NEUROSITY_OAUTH_CLIENT_ID,
      clientSecret: process.env.NEUROSITY_OAUTH_CLIENT_SECRET,
      redirectUri: process.env.NEUROSITY_OAUTH_CLIENT_REDIRECT_URI,
      responseType: "token",
      state: Math.random().toString().split(".")[1],
      scope: [
        "read:devices-info",
        "read:devices-status",
        "read:signal-quality",
        "read:brainwaves"
      ]
    })
    .then((url) => ({
      statusCode: 200,
      body: JSON.stringify({ url })
    }))
    .catch((error) => ({
      statusCode: 400,
      body: JSON.stringify(error.response.data)
    }));
};

Parameters​

config​

OAuthConfig

Returns​

Promise<string>

custom token

deleteAccount()​

deleteAccount(): Promise<void>

Defined in: Neurosity.ts:1346

Removes all devices from an account and then deletes the account

Returns​

Promise<void>

deleteUserExperiment()​

deleteUserExperiment(experimentId): Promise<void>

Defined in: Neurosity.ts:1604

Streaming modes:Wi-Fi

Deletes a specific experiment provided an experiment ID

await neurosity.deleteUserExperiment(experiment.id);

Parameters​

experimentId​

string

The ID of the Experiment

Returns​

Promise<void>

void

disconnect()​

disconnect(): Promise<void>

Defined in: Neurosity.ts:646

Streaming modes:Wi-FiBluetooth

Ends database connection

await neurosity.disconnect();

Returns​

Promise<void>

focus()​

focus(): Observable<Focus>

Defined in: Neurosity.ts:1087

Streaming modes:Wi-FiBluetooth

Example

neurosity.focus().subscribe(focus => {
  console.log(focus.probability);
});

// 0.56
// 0.46
// 0.31
// 0.39
// ...

Returns​

Observable<Focus>

Observable of focus events - awareness/focus alias

getDevices()​

getDevices(): Promise<DeviceInfo[]>

Defined in: Neurosity.ts:520

Get user devices

Returns a list of devices claimed by the user authenticated.

const devices = await neurosity.getDevices();
console.log(devices);

Returns​

Promise<DeviceInfo[]>

getHapticEffects()​

getHapticEffects(): HapticEffects

Defined in: Neurosity.ts:803

const effects = neurosity.getHapticEffects();

Returns​

HapticEffects

getInfo()​

getInfo(): Promise<DeviceInfo>

Defined in: Neurosity.ts:593

const info = await neurosity.getInfo();

Returns​

Promise<DeviceInfo>

getOAuthToken()​

getOAuthToken(query): Promise<OAuthQueryResult>

Defined in: Neurosity.ts:1533

Get OAuth Token 💡 OAuth requires developers to register their apps with Neurosity Read full OAuth guide

Gets client-specific OAuth token for a given userId.

💡 This function is designed to only run on the server side for security reasons, as it requires your client secret. Here's an example of a cloud function that receives a userId via query params and loads the client id and client secret securely via environment variables.

const { Neurosity } = require("@neurosity/sdk");

const neurosity = new Neurosity({
  autoSelectDevice: false
});

exports.handler = async function (event) {
  const userId = event.queryStringParameters?.userId;

  return neurosity
    .getOAuthToken({
      clientId: process.env.NEUROSITY_OAUTH_CLIENT_ID,
      clientSecret: process.env.NEUROSITY_OAUTH_CLIENT_SECRET,
      userId
    })
    .then((token) => ({
      statusCode: 200,
      body: JSON.stringify(token)
    }))
    .catch((error) => ({
      statusCode: 200,
      body: JSON.stringify(error.response.data)
    }));
};

Parameters​

query​

OAuthQuery

Returns​

Promise<OAuthQueryResult>

custom token

getSelectedDevice()​

getSelectedDevice(): Promise<DeviceInfo>

Defined in: Neurosity.ts:574

Get selected device

const selectedDevice = await neurosity.getSelectedDevice();
console.log(selectedDevice);

Returns​

Promise<DeviceInfo>

getTimesyncOffset()​

getTimesyncOffset(): number

Defined in: Neurosity.ts:1432

Internal

Not user facing yet

Gets the offset between the device's clock and the client's clock Requires option.timesync to be true

Returns​

number

timesyncOffset

goOffline()​

goOffline(): void

Defined in: Neurosity.ts:1319

Internal

Proof of Concept for disconnecting db

Returns​

void

goOnline()​

goOnline(): void

Defined in: Neurosity.ts:1327

Internal

Proof of Concept for resuming db connection

Returns​

void

haptics()​

haptics(effects): Promise<any>

Defined in: Neurosity.ts:754

Streaming modes:Wi-FiBluetooth

Queue haptic motor commands

To queue haptic P7 only,

await neurosity.haptics({
  P7: ["tripleClick100"]
});

To queue both motors at the same time

await neurosity.haptics({
  P7: [neurosity.getHapticEffects().strongClick100],
  P8: [neurosity.getHapticEffects().strongClick100]
});

You can queue different commands to the motors too

const effects = neurosity.getHapticEffects();
await neurosity.haptics({
  P7: [effects.transitionRampUpLongSmooth1_0_to_100,
        effects.transitionRampDownLongSmooth1_100_to_0],
  P8: [effects.strongClick100]
});

Parameters​

effects​

any

Effects to queue. The key of the object passed should be the location of the motor to queue. Each key can be an array of up to 7 commands. There is no haptic support for model version 1, Notion DK1. The Haptic motor's location is positioned in reference to the 10-10 EEG system used to label the channels of the Crown's EEG sensors. Notion 2 and Crown have haptics at P7 and P8. A list of haptic commands can be found on ./utils/hapticCodes.ts - there are about 127 of them!

Returns​

Promise<any>

kinesis()​

kinesis(label): Observable<Kinesis>

Defined in: Neurosity.ts:1115

Streaming modes:Wi-Fi

Parameters​

label​

string

Name of metric properties to filter by

Returns​

Observable<Kinesis>

Observable of kinesis metric events

login()​

login(credentials): Promise<void>

Defined in: Neurosity.ts:368

Starts user session

await neurosity.login({
  email: "...",
  password: "..."
});

Parameters​

credentials​

Credentials

Returns​

Promise<void>

logout()​

logout(): Promise<void>

Defined in: Neurosity.ts:381

Ends user session

await neurosity.logout();
// session has ended

Returns​

Promise<void>

onAuthStateChanged()​

onAuthStateChanged(): Observable<any>

Defined in: Neurosity.ts:404

Subscribe to auth state changes

Streams the state of the auth session. If user has logged in, the user object will be set. When logged out, the user object will be null.

neurosity.onAuthStateChanged().subscribe((user) => {
  console.log(user);
});

Returns​

Observable<any>

onDeviceChange()​

onDeviceChange(): Observable<DeviceInfo>

Defined in: Neurosity.ts:623

Observes selected device

neurosity.onDeviceChange().subscribe(device => {
 console.log(device);
});

Returns​

Observable<DeviceInfo>

onUserClaimsChange()​

onUserClaimsChange(): Observable<UserClaims>

Defined in: Neurosity.ts:506

Subscribe to user claims changes

neurosity.onUserClaimsChange().subscribe((userClaims) => {
  console.log(userClaims);
});

Returns​

Observable<UserClaims>

onUserDevicesChange()​

onUserDevicesChange(): Observable<DeviceInfo[]>

Defined in: Neurosity.ts:483

Subscribe to user devices changes

neurosity.onUserDevicesChange().subscribe((devices) => {
  console.log(devices);
});

Returns​

Observable<DeviceInfo[]>

onUserExperiments()​

onUserExperiments(): Observable<Experiment[]>

Defined in: Neurosity.ts:1588

Streaming modes:Wi-Fi

Observes and returns a list of all Kinesis experiments and all subsequent experiment changes. Here's an example of how to get a list of all Kinesis labels that have been trained:


const getUniqueLabels = (experiments) => {
  const labels = experiments.flatMap((experiment) => experiment.labels);
  // only return unique labels
  return [...new Set(labels)];
}

neurosity.onUserExperiments().subscribe((experiments) => {
  console.log(experiments);
  console.log("labels", getUniqueLabels(experiments));
});

// [{ id: '...', deviceId: '...', labels: [ 'drop' ], name: 'Lightgray cheetah', timestamp: 1577908381552, totalTrials: 16, userId: '...' }]
// ["drop", "lift", "push"]

Returns​

Observable<Experiment[]>

Observable of experiments events

osVersion()​

osVersion(): Observable<string>

Defined in: Neurosity.ts:1055

Streaming modes:Wi-Fi

Observes the current OS version and all subsequent version changes in real-time.

neurosity.osVersion().subscribe((osVersion) => {
  console.log(osVersion);
});

// "16.0.0"

Returns​

Observable<string>

Observable of osVersion events. e.g 16.0.0

predictions()​

predictions(label): Observable<any>

Defined in: Neurosity.ts:1141

Streaming modes:Wi-Fi

Parameters​

label​

string

Name of metric properties to filter by

Returns​

Observable<any>

Observable of predictions metric events

removeApiKey()​

removeApiKey(apiKeyId): Promise<RemoveApiKeyResponse>

Defined in: Neurosity.ts:1409

Removes API key

Parameters​

apiKeyId​

string

Returns​

Promise<RemoveApiKeyResponse>

void

removeDevice()​

removeDevice(deviceId): Promise<void>

Defined in: Neurosity.ts:436

Remove a device from the user's account

await neurosity.removeDevice("[deviceId]");

Parameters​

deviceId​

string

Returns​

Promise<void>

removeOAuthAccess()​

removeOAuthAccess(): Promise<OAuthRemoveResponse>

Defined in: Neurosity.ts:1559

Remove OAuth Access 💡 OAuth requires developers to register their apps with Neurosity Read full OAuth guide

Removes client-specific OAuth token for a given userId. Requires SDK to be signed in with OAuth custom token.

await neurosity.removeOAuthAccess().catch((error) => {
  // handle error here...
});

Returns​

Promise<OAuthRemoveResponse>

custom token

selectDevice()​

selectDevice(deviceSelector): Promise<DeviceInfo>

Defined in: Neurosity.ts:549

Select Device

Rarely necessary, but useful when the user owns multiple devices.

A common use case for manually selecting a device is when you wish to build a device dropdown a user can select from, instead of collecting the Device Id from the user ahead of time.

The 3 steps to manually selecting a device are:

  • Set autoSelectDevice to false when instantiating the Neurosity class.
  • Authenticate with your Neurosity account to access your devices by calling the neurosity.login(...) function.
  • Call the neurosity.selectDevice(...) function with a device selector function.
const devices = await neurosity.selectDevice((devices) =>
  devices.find((device) => device.deviceNickname === "Crown-A1B")
);

console.log(devices);

If you own multiple devices, and don't pass autoSelectDevice, then the first device on the list will be automatically selected.

For more info, check out the "Device Selection" guide.

Parameters​

deviceSelector​

(devices) => DeviceInfo

Returns​

Promise<DeviceInfo>

settings()​

settings(): Observable<Settings>

Defined in: Neurosity.ts:1026

Streaming modes:Wi-Fi

Observes last state of settings and all subsequent settings changes

neurosity.settings().subscribe(settings => {
  console.log(settings.lsl);
});

// true
// ...

Returns​

Observable<Settings>

Observable of settings metric events

signalQuality()​

signalQuality(): Observable<SignalQuality>

Defined in: Neurosity.ts:986

Streaming modes:Wi-FiBluetooth

Observes signal quality data where each property is the name of the channel and the value includes the standard deviation and a status set by the device

neurosity.signalQuality().subscribe(signalQuality => {
  console.log(signalQuality);
});

// { FC6: { standardDeviation: 3.5, status: "good" }, C3: {...}, ... }

Returns​

Observable<SignalQuality>

Observable of signalQuality metric events

status()​

status(): Observable<DeviceStatus>

Defined in: Neurosity.ts:1177

Streaming modes:Wi-FiBluetooth

Observes last state of status and all subsequent status changes

neurosity.status().subscribe(status => {
  console.log(status.state);
});

// "online"
// ...

Returns​

Observable<DeviceStatus>

Observable of status metric events

streamingState()​

streamingState(): Observable<{ activeMode: STREAMING_TYPE; connected: boolean; streamingMode: STREAMING_MODE; }>

Defined in: Neurosity.ts:197

Subscribe to the device's streaming state changes and the current strategy

Streams the current mode of streaming (wifi or bluetooth).

neurosity.streamingState().subscribe((streamingState) => {
  console.log(streamingState);
  // { streamingMode: "wifi-only", activeMode: "wifi", connected: true }
});

Returns​

Observable<{ activeMode: STREAMING_TYPE; connected: boolean; streamingMode: STREAMING_MODE; }>

transferDevice()​

transferDevice(options): Promise<void>

Defined in: Neurosity.ts:460

Transfer a device to the user's account

await neurosity.transferDevice({
  deviceId: "[deviceId]",
  newOwnerEmail: "[newOwnerEmail]"
});

Parameters​

options​

TransferDeviceOptions

Returns​

Promise<void>