ARTIFICIAL INTELLIGENCE PROCESSOR WITH THREE-DIMENSIONAL STACKED MEMORY

Patent №

US 11,171,115

Granted

2021-11-09

Filed 2019

Owner

KEPLER COMPUTING INC.

Lab

AI components

2

ml · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

16357272

Described is a packaging technology to improve performance of an AI processing system. An IC package is provided which comprises: a substrate; a first die on the substrate, and a second die stacked over the first die. The first die includes memory and the second die includes computational logic. The first die comprises a ferroelectric RAM (FeRAM) having bit-cells. Each bit-cell comprises an access transistor and a capacitor including ferroelectric material. The access transistor is coupled to the ferroelectric material. The FeRAM can be FeDRAM or FeSRAM. The memory of the first die may store input data and weight factors. The computational logic of the second die is coupled to the memory of the first die. The second die is an inference die that applies fixed weights for a trained model to an input data to generate an output. In one example, the second die is a training die that enables learning of the weights.

Machine learningAI hardwareH01L 23/4334H10W 90/00G06F 9/5077G11C 7/1006G11C 11/225G11C 11/419H01L 23/5389H01L 25/0652+26 more

AI classification

Machine learning1.00
AI hardware0.99
Vision0.01
Natural language0.01
Planning0.00
Knowledge representation0.00
Speech0.00
Evolutionary computation0.00

Ownership

KEPLER COMPUTING INC.

assignment · 486400026

Assignors

MANIPATRUNI, SASIKANTH, DOKANIA, RAJEEV KUMAR, MATHURIYA, AMRITA

On an employer assignment, the assignors are typically the inventors.

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