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Improved Concept For A Representation Of Neural Network Parameters
Abstract: Apparatus for generating a NN representation, configured to quantize an NN parameter onto a quantized value by determining a quantization parameter and a quantization value for the NN parameter so that from the quantization parameter, there is derivable a multiplier and a bit shift number. Additionally, the determining of the quantization parameter and the quantization value for the NN parameter is performed so that the quantized value of the NN parameter corresponds to a product between the quantization value and a factor, which depends on the multiplier, bit-shifted by a number of bits which depends on the bit shift number.
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Notices, Deadlines & Correspondence
Notices, Deadlines & Correspondence
Patent Information
Application #
Filing Date
14 October 2022
Publication Number
09/2024
Publication Type
INA
Invention Field
COMPUTER SCIENCE
Status
Email
Parent Application
Applicants
FRAUNHOFER-GESELLSCHAFT ZUR FÖRDERUNG DER ANGEWANDTEN FORSCHUNG E.V.
Hansastraße 27c
80686 München
Inventors
1. WIEDEMANN, Simon
c/o Fraunhofer-Institut für Nachrichtentechnik, Heinrich-Hertz-Institut, HHI, Einsteinufer 37
10587 Berlin
2. MARINC, Talmaj
c/o Fraunhofer-Institut für Nachrichtentechnik, Heinrich-Hertz-Institut, HHI, Einsteinufer 37
10587 Berlin
3. SAMEK, Wojciech
c/o Fraunhofer-Institut für Nachrichtentechnik, Heinrich-Hertz-Institut, HHI, Einsteinufer 37
10587 Berlin
4. HAASE, Paul
c/o Fraunhofer-Institut für Nachrichtentechnik, Heinrich-Hertz-Institut, HHI, Einsteinufer 37
10587 Berlin
5. MÜLLER, Karsten
c/o Fraunhofer-Institut für Nachrichtentechnik, Heinrich-Hertz-Institut, HHI, Einsteinufer 37
10587 Berlin
6. KIRCHHOFFER, Heiner
c/o Fraunhofer-Institut für Nachrichtentechnik, Heinrich-Hertz-Institut, HHI, Einsteinufer 37
10587 Berlin
7. MARPE, Detlev
c/o Fraunhofer-Institut für Nachrichtentechnik, Heinrich-Hertz-Institut, HHI, Einsteinufer 37
10587 Berlin
8. SCHWARZ, Heiko
c/o Fraunhofer-Institut für Nachrichtentechnik, Heinrich-Hertz-Institut, HHI, Einsteinufer 37
10587 Berlin
9. WIEGAND, Thomas
c/o Fraunhofer-Institut für Nachrichtentechnik, Heinrich-Hertz-Institut, HHI, Einsteinufer 37
10587 Berlin
Specification
Documents
Application Documents
| # | Name | Date |
|---|---|---|
| 1 | 202237058769.pdf | 2022-10-14 |
| 2 | 202237058769-STATEMENT OF UNDERTAKING (FORM 3) [14-10-2022(online)].pdf | 2022-10-14 |
| 3 | 202237058769-FORM 1 [14-10-2022(online)].pdf | 2022-10-14 |
| 4 | 202237058769-FIGURE OF ABSTRACT [14-10-2022(online)].pdf | 2022-10-14 |
| 5 | 202237058769-DRAWINGS [14-10-2022(online)].pdf | 2022-10-14 |
| 6 | 202237058769-DECLARATION OF INVENTORSHIP (FORM 5) [14-10-2022(online)].pdf | 2022-10-14 |
| 7 | 202237058769-COMPLETE SPECIFICATION [14-10-2022(online)].pdf | 2022-10-14 |
| 8 | 202237058769-FORM 18 [18-10-2022(online)].pdf | 2022-10-18 |
| 9 | 202237058769-Proof of Right [14-12-2022(online)].pdf | 2022-12-14 |
| 10 | 202237058769-FORM-26 [14-12-2022(online)].pdf | 2022-12-14 |
| 11 | 202237058769-FORM 3 [17-03-2023(online)].pdf | 2023-03-17 |
| 12 | 202237058769-FORM 3 [22-09-2023(online)].pdf | 2023-09-22 |
| 13 | 202237058769-Information under section 8(2) [24-11-2023(online)].pdf | 2023-11-24 |
| 14 | 202237058769-FORM 3 [26-03-2024(online)].pdf | 2024-03-26 |
| 15 | 202237058769-FER.pdf | 2025-06-03 |
Search Strategy
| 1 | SearchHistoryE_29-10-2024.pdf |