3D INTEGRATED ULTRA HIGH-BANDWIDTH MULTI-STACKED MEMORY

Patent №

US 11,152,343

Granted

2021-10-19

Filed 2019

Owner

KEPLER COMPUTING INC.

Lab

AI components

2

ml · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

16428893

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 DRAM having bit-cells. 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. In one example, 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. Ultra high-bandwidth is changed by placing the first die below the second die. The two dies are wafer-to-wafer bonded or coupled via micro-bumps.

Machine learningAI hardwareH01L 23/36H10W 90/00G11C 5/025G11C 11/401G11C 11/4093G11C 11/4097H01L 23/544H01L 25/18+37 more

AI classification

AI hardware1.00
Machine learning1.00
Knowledge representation0.36
Vision0.01
Natural language0.00
Planning0.00
Evolutionary computation0.00
Speech0.00

Ownership

KEPLER COMPUTING INC.

assignment · 493390936

Assignors

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

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

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