IP Library › Granted Patent US 12707579

Granted Patent B2

US 12707579 · App. 18/647,754 · Granted Aug 11, 2026

Machine learning algorithms for flexible display computing devices

Inventor: Stephen E. Delaporte (New York, NY)

Assignee: Lepton Computing LLC

H05K5/0217 G06F1/1652

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Quick Facts

Patent No.: US 12707579
App. No.: 18/647,754
Granted: Aug 11, 2026
Kind: B2

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USPTO Patent Center↗ Full Patent PDF↗

Abstract

Expandable touch screen display devices each having a flexible display that can be reconfigured from a compact state to an expanded state which also includes an actuator that can be controlled wirelessly and through machine learning algorithms. The form factor of the compact state for each device is roughly the size of a typical handheld phone or smaller. The form factor of the expanded state for each device is roughly the size of a larger phone or tablet computer. An internal actuator is provided for driving the motion of each device's change in size, whether through folding or sliding, or for other functions such as haptic feedback. The device may further include an integrated speaker and microphone, and sensors to indicate the expanded position of the display. In one embodiment, a module attached to, situated within, or otherwise associated with the device may contain all or substantially all processing and memory, along with a communications system.

Claims (61)

1 . A system comprising:

(a) a first apparatus having a flexible touch-sensitive display composed of a first flexible touch-sensitive display portion and a second flexible touch-sensitive display portion; wherein:

(1) the first flexible touch-sensitive display portion is attached to a first structural support segment;

(2) the second flexible touch-sensitive display portion is attached to a second structural support segment;

(3) the flexible touch-sensitive display further includes a fully folded state;

(4) the flexible touch-sensitive display further includes a partially folded state;

(5) the flexible touch-sensitive display further includes a fully unfolded state; and

(b) a wireless module; and

(d) a second apparatus having all the aforementioned features of the first apparatus whereby the sensor is used to detect and generate data from a folding motion and position of a first structural support segment of the second apparatus in relation to a second structural support segment of the second apparatus; and

(e) an actuator attached to at least one of the structural support segment of the first apparatus such that when the wireless module of the first apparatus receives a wireless signal about the folding motion and position data detected and generated by the sensor for the second apparatus, the actuator can generate a folding motion for the first apparatus.

2 . The first apparatus of claim 1 wherein:

the first structural support segment and the second structural support segment of the first apparatus are connected by a hinge, and a sleeve structure that houses the hinge and the actuator.

3 . The second apparatus of claim 1 wherein:

the sensor to detect and generate data from the folding motion and position of the second apparatus is an encoder.

4 . The second apparatus of claim 1 wherein:

the sensor to detect and generate data from the folding motion and position of the second apparatus is an accelerometer.

5 . The first and second apparatus of claim 1 wherein:

the first apparatus directly mimics in real time the same folding motion and position of the second apparatus when the wireless signal is received by the wireless module of the first apparatus about the folding motion and position data generated by the sensor for the second apparatus.

6 . The first and second apparatus of claim 1 wherein:

the first apparatus directly mimics at a different point in time the same folding motion and position of the second apparatus when the wireless signal is received by the wireless module of the first apparatus about the folding motion and position data generated by the sensor for the second apparatus.

7 . The first and second apparatus of claim 1 wherein:

when the folding motion and position is detected by the sensor for the second apparatus, the wireless signal received by the first apparatus triggers a different folding motion and position on the first apparatus in real time or at a different point in time.

8 . The first and second apparatus of claim 1 wherein:

when the motion and position is detected by the sensor for the second apparatus and the data is wirelessly sent to the first apparatus, the first apparatus can then generate the same motion or a different motion based upon a trigger event activated locally on the first apparatus.

9 . The first and second apparatus of claim 1 wherein:

the folding motion and position of the first apparatus is activated and defined using AI or machine learning algorithms when the AI or machine learning algorithms include the motion and position data generated from the sensor for the second apparatus.

10 . The first and second apparatus of claim 1 wherein:

the fully folded state comprises a fully folded angle between the first flexible touch-sensitive display portion and the second flexible touch-sensitive display portion that is less than 10 degrees; and

the fully unfolded state comprises a fully unfolded angle between the first flexible touch-sensitive display portion and the second flexible touch-sensitive display portion that is between 170 and 190 degrees; and

the partially folded state comprises an angle that falls between the fully folded state and the fully unfolded state.

11 . A system comprising:

(a) a first apparatus having a flexible touch-sensitive display composed of a first flexible touch-sensitive display portion and a second flexible touch-sensitive display portion; wherein:

(1) the first flexible touch-sensitive display portion is attached to a first structural support segment;

(2) the second flexible touch-sensitive display portion is attached to a second structural support segment;

(3) the flexible touch-sensitive display further includes a fully folded state;

(4) the flexible touch-sensitive display further includes a partially folded state;

(5) the flexible touch-sensitive display further includes a fully-unfolded state; and

(b) a wireless module; and

(c) a sensor to detect and generate data from the folding motion and position of the first structural support segment in relation to the second structural support segment; and

(d) a second apparatus having all the aforementioned features of the first apparatus and an actuator attached to at least one of a first structural support segment or a second structural support segment of the second apparatus such that when the wireless module receives a wireless signal about the folding motion and position data detected and generated by the sensor for the first apparatus, the actuator can generate a folding motion for the second apparatus.

12 . The second apparatus of claim 11 wherein:

the first structural support segment and the second structural support segment of the second apparatus are connected by a hinge, and a sleeve structure that houses the hinge and the actuator.

13 . The first apparatus of claim 11 wherein:

the sensor to detect and generate data from the folding motion and position of the first apparatus is an encoder.

14 . The first apparatus of claim 11 wherein:

the sensor to detect and generate data from the folding motion and position of the first apparatus is an accelerometer.

15 . The first and second apparatus of claim 11 wherein:

the second apparatus directly mimics in real time the same folding motion and position of the first apparatus when the wireless signal is received by the wireless module of the second apparatus about the folding motion and position data generated by the sensor for the first apparatus.

16 . The first and second apparatus of claim 11 wherein:

the second apparatus directly mimics at a different point in time the same folding motion and position of the first apparatus when the wireless signal is received by the wireless module of the second apparatus about the folding motion and position data generated by the sensor for the first apparatus.

17 . The first and second apparatus of claim 11 wherein:

when the folding motion and position is detected by the sensor for the first apparatus, the wireless signal received by the second apparatus triggers a different folding motion and position on the second apparatus in real time or at a different point in time.

18 . The first and second apparatus of claim 11 wherein:

when the motion and position is detected by the sensor for the first apparatus and the data is wirelessly sent to the second apparatus, the second apparatus can then generate the same motion or a different motion based upon a trigger event activated locally on the second apparatus.

19 . The first and second apparatus of claim 11 wherein:

the folding motion and position of the second apparatus is activated and defined using AI or machine learning algorithms when the AI or machine learning algorithms includes the motion and position data generated from the sensor for the first apparatus.

20 . The first and second apparatus of claim 11 wherein:

the partially folded state comprises an angle that falls between the fully folded state and the fully unfolded state.