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CONFIGURABLE NONLINEAR ACTIVATION FUNCTION CIRCUITS
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Abstract
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CONFIGURABLE NONLINEAR ACTIVATION FUNCTION CIRCUITS
PCT NATIONAL PHASE APPLICATION
Published
Filed on 5 November 2024
Abstract
Certain aspects of the present disclosure provide a processor, comprising: a configurable nonlinear activation function circuit configured to: determine, based on a selected nonlinear activation function, a set of parameters for the nonlinear activation function; and generate output data based on application of the set of parameters for the nonlinear activation function, wherein: the configurable nonlinear activation function circuit comprises at least one nonlinear approximator comprising at least two successive linear approximators, and each linear approximator of the at least two successive linear approximators is configured to approximate a linear function using one or more function parameters of the set of parameters.
Patent Information
| Application ID | 202447084698 |
| Invention Field | COMPUTER SCIENCE |
| Date of Application | 05/11/2024 |
| Publication Number | 46/2024 |
Inventors
| Name | Address | Country | Nationality |
|---|---|---|---|
| MOHAN, Suren | 5775 Morehouse Drive San Diego, California 92121-1714 | U.S.A. | U.S.A. |
| LI, Ren | 5775 Morehouse Drive San Diego, California 92121-1714 | U.S.A. | U.S.A. |
| KULKARNI, Prajakt | 5775 Morehouse Drive San Diego, California 92121-1714 | U.S.A. | U.S.A. |
| LAMB, Aaron Douglass | 5775 Morehouse Drive San Diego, California 92121-1714 | U.S.A. | U.S.A. |
Applicants
| Name | Address | Country | Nationality |
|---|---|---|---|
| QUALCOMM INCORPORATED | ATTN: International IP Administration 5775 Morehouse Drive San Diego, California 92121-1714 | U.S.A. | U.S.A. |
Documents
| Name | Date |
|---|---|
| 202447084698-COMPLETE SPECIFICATION [05-11-2024(online)].pdf | 05/11/2024 |
| 202447084698-DECLARATION OF INVENTORSHIP (FORM 5) [05-11-2024(online)].pdf | 05/11/2024 |
| 202447084698-DRAWINGS [05-11-2024(online)].pdf | 05/11/2024 |
| 202447084698-FORM 1 [05-11-2024(online)].pdf | 05/11/2024 |
| 202447084698-FORM 18 [05-11-2024(online)].pdf | 05/11/2024 |
| 202447084698-NOTIFICATION OF INT. APPLN. NO. & FILING DATE (PCT-RO-105-PCT Pamphlet) [05-11-2024(online)].pdf | 05/11/2024 |
| 202447084698-POWER OF AUTHORITY [05-11-2024(online)].pdf | 05/11/2024 |
| 202447084698-PRIORITY DOCUMENTS [05-11-2024(online)].pdf | 05/11/2024 |
| 202447084698-PROOF OF RIGHT [05-11-2024(online)].pdf | 05/11/2024 |
| 202447084698-REQUEST FOR EXAMINATION (FORM-18) [05-11-2024(online)].pdf | 05/11/2024 |
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