Fullmoonfever
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@DiogeneseHi Slade,
There are several Maxim Integrated patents:
https://worldwide.espacenet.com/patent/search?q=pa = "maxim integrated" AND nftxt = "machine learning"
After close perusal of these documents, this seems to be the most relevant:
US2022334634A1 SYSTEMS AND METHODS FOR REDUCING POWER CONSUMPTION IN EMBEDDED MACHINE LEARNING ACCELERATORS
View attachment 20998
[0051] As previously mentioned, the architecture of hardware accelerator 508 may be different from that of memory 504 or the CPU that memory 504 is embedded in. For example, the bus word size of hardware accelerator 508 may be different from the typical 32-bit or 64-bit bus word size of the CPU or memory 504 . Instead, the architecture of hardware accelerator 508 may be optimized to efficiently perform computations on various sizes of data that do not nicely align with the sizes found in common memory devices.
The MAX7800 data sheet mentions 1, 2, 4, 8 bits:
https://datasheets.maximintegrated.com/en/ds/MAX78000.pdf
442k 8-Bit Weight Capacity with 1,2,4,8-Bit Weights
View attachment 20995
[0013] FIG. 8 depicts a simplified block diagram of a computing device/information handling system, in accordance with embodiments of the present disclosure.
The data sheet does not talk about spikes (except in the context of interference), but it looks like they are running 1, 2, 4, or 8 bits on CPU/GPU.
Was doing some googling as usual and came across some info on Maxim, did a TSE search and see you've had a look as well.
Anyway, it's on the MAX5871 Evaluation Kit which not sure when came out but anyway, looks like it could be using SyncNN on Xylinx by Futurewei.
I could be wrong and SyncNN means something else in the diagrams?
If you do a SyncNN word search on the attached data sheet you'll find the mentions.
You probs be able to check and confirm and if correct that could rule them out of Akida for the mo.
Also, Aug 22 paper by team at Futurewei Technologies & Canadian Uni about the SyncNN and Xylinx with various benchmarks against other systems.
Appears to be 4 & 8 bit SNN and haven't read all but anyway thought you may find interesting.
Futurewei - Home
Futurewei is Shaping the Future Towards a Fully Connected and Intelligent World.

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