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Academic & Research Platforms

Teaching labs and architecture research groups that need to read, modify and instrument every layer, on hardware cheap enough to put in every student's hands.

Computer architecture teaching needs a stack students can take apart. On a closed ISA you can measure the machine; you cannot change it, and you cannot publish what you find inside it.

How RISC-V addresses it

Open at every layerAn open ISA enables full-stack research from RTL to applications. There are no undocumented modes and no hidden microcode, so results are reproducible and publishable.
Cost per seatThe CH32V003 starts at $0.10 in volume — cheap enough to hand out rather than share. The official EVT board gives a supported starting point with a published schematic.
Scale upThe same toolchain and ISA scale to the SpacemiT K1 and K3 for research that needs Linux, vector extensions or 60 TOPS of AI throughput.

Recommended parts

WCH CH32V003
The 10-cent RISC-V microcontroller
Core QingKe V2A (RV32EC); Clock 48 MHz; Flash / RAM 16 KB / 2 KB
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WCH CH32V003F4P6-EVT-R0
Official evaluation board for the 10-cent RISC-V MCU
Target MCU CH32V003F4P6; Core QingKe V2A (RV32EC), 48 MHz; Flash / SRAM 16 KB / 2 KB
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SpacemiT K1
Octa-core 1.6 GHz RISC-V with OpenWrt support
CPU 8x X60 RISC-V @ 1.6 GHz; Performance 50,000 DMIPS; OS support OpenWrt, Bianbu OS, Linux
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SpacemiT K3
60 TOPS RISC-V AI SoC, RVA23 compliant, mainline Linux
CPU 8x X100 @ 2.4 GHz, 4-issue out-of-order; AI cores 8x A100, 60 TOPS INT4, 1024-bit RVV 1.0; Compliance RVA23, RV Hypervisor 1.0, AIA, IOMMU
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Fit assessment

Good fit for: Computer architecture courses, compiler and toolchain research, RTL experimentation, AI accelerator research.
Check before committing: Educational pricing and lab quantities are quoted per request — tell us the course size and we will quote accordingly.

Questions

Is there course material we can use?

The community forum carries technical threads and application notes on the WCH and SpacemiT parts, including vendor material.

Can students use familiar tools?

Yes. PlatformIO, an Arduino core and ch32v003fun all support the CH32V003, alongside MounRiver Studio.

Tell us the deployment and the volume. We will confirm part availability, lead time and pricing.
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