JDelekto
Regular
My very rough understanding of FPGAs is that they are like Integrated Circuits, done on an electronics bread board..
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They work like the final product, while being adjustable, but are basically hand made "chips" which by that very nature, are extremely low volume..
As in, you "cannot" do a "run" of them..
I know that's oversimplifying things a lot but I like to simplify things.. May even be completely off track?..
My thinking, is that it gives prospective customers, a Real World look, at what AKIDA 2.0 can do, beyond simulation, without actually being "proven" in silicon?..
Although, what makes AKIDA technology "special" has been proven, with AKD1000 and AKD1500, in two separate foundry processes.
By using FPGAs, they can update them after they have been deployed. This allows them to make tweaks for either optimization or fixing any issues that exist. In some cases, FPGAs can perform better than a general-purpose processor and include other dedicated hardware components.
Of course, they can be more expensive than pre-built hardware and more complicated to develop since they require people knowledgeable of the languages used to program them. Typically VHDL and Verilog languages are used for programming these (I had the opportunity to use Verilog for my labs in college).
I see it as an advantage to allow potential customers to implement solutions quickly (without the cost of waiting for a large batch of chips) using BrainChip's neural fabric and other functional blocks on the FPGA (like a RISC V implementation).