IP Library Granted Patent US 12664417
Granted Patent B2
US 12664417 · App. 18/124,513 · Granted Jun 23, 2026

Magnetic effect artificial intelligence system

Inventor: Chia-Chen Chan (Taipei, TW)
G06N3/065G06N3/04H01F1/01
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Quick Facts
Patent No.
US 12664417
App. No.
18/124,513
Granted
Jun 23, 2026
Kind
B2
Abstract

A magnetic effect artificial intelligence system includes an input pre-processing unit, a plurality of magnetic effect artificial neurons connected with the input pre-processing unit, and an output unit connected with the plurality of magnetic effect artificial neurons. Each of the plurality of magnetic effect artificial neurons is shaped as a three-layered hexagonal prism made of Mu-metal and ferrite materials, and substantially attaches to adjacent ones of the plurality of magnetic effect artificial neurons.

Claims (25)

1 . A magnetic effect artificial intelligence system, comprising:

an input pre-processing unit;

a plurality of magnetic effect artificial neurons connected with the input pre-processing unit; and

an output unit connected with the plurality of magnetic effect artificial neurons,

wherein each of the plurality of magnetic effect artificial neurons is shaped as a three-layered hexagonal prism made of Mu-metal and ferrite materials, and attaches to adjacent ones of the plurality of magnetic effect artificial neurons,

wherein each of the plurality of magnetic effect artificial neurons comprises:

a signal differential module connected to the input pre-processing unit;

a first pulsating direct current module and a second pulsating direct current module, both of which are connected to the signal differential module, wherein the first pulsating direct current module is a semiconductor diode bridge configured to generate a pulsating direct current with positive polarity, and the second pulsating direct current module is a semiconductor diode bridge configured to generate a pulsating direct current with negative polarity;

a first magnetoresistance and amplification unit and a second magnetoresistance and amplification unit, both of which are connected to the first pulsating direct current module, the second pulsating direct current module, and the signal differential module; and

a trigger unit connected between the first magnetoresistance and amplification unit and the second magnetoresistance and amplification unit.

2 . The magnetic effect artificial intelligence system according to claim 1 , wherein each of the plurality of magnetic effect artificial neurons comprises a top layer, a middle layer and a bottom layer, the top layer comprises a top head, a top body and a top tail, the middle layer comprises a middle head, a middle body and a middle tail, and the bottom layer comprises a bottom head, a bottom body and a bottom tail.

3 . The magnetic effect artificial intelligence system according to claim 2 , wherein the middle head and the middle tail are made of ferrite, and the middle body is made of Mu-metal.

4 . The magnetic effect artificial intelligence system according to claim 3 , wherein

the first magnetoresistance and amplification unit is disposed inside the middle head and the second magnetoresistance and amplification unit is disposed inside the middle tail.

5 . The magnetic effect artificial intelligence system according to claim 4 , wherein the trigger unit is disposed inside the middle body.

6 . The magnetic effect artificial intelligence system according to claim 2 , wherein the top head, the top body and the top tail are made of Mu-metal.

7 . The magnetic effect artificial intelligence system according to claim 2 , wherein the bottom head, the bottom body and the bottom tail are made of Mu-metal.

8 . The magnetic effect artificial intelligence system according to claim 2 , wherein

the first magnetoresistance and amplification unit is disposed inside the middle head and the second magnetoresistance and amplification unit is disposed inside the middle tail.

9 . The magnetic effect artificial intelligence system according to claim 8 , wherein the trigger unit is disposed inside the middle body.

10 . The magnetic effect artificial intelligence system in claim 1 , wherein the input pre-processing unit comprises a rectifier capable of converting a direct current signal to an alternating current signal.

11 . The magnetic effect artificial intelligence system according to claim 1 , wherein the signal differential module is a signal differentiator configured to direct a signal to either the first pulsating direct current module or the second pulsating direct current module.

12 . The magnetic effect artificial intelligence system according to claim 1 , wherein the first magnetoresistance and amplification unit and the second magnetoresistance and amplification unit are magnetoresistance amplifiers configured to measure magnetic field strength and work with resistance to generate signal gain.

13 . The magnetic effect artificial intelligence system according to claim 1 , wherein the trigger unit is a threshold-exceeded starter configured to conduct electrical current when an accumulated input signal reaches or exceeds a threshold voltage.

14 . The magnetic effect artificial intelligence system according to claim 1 , wherein the input pre-processing unit comprises a shunt unit connected to the signal differential module and the second magnetoresistance and amplification unit.