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AI Circuits & Systems
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AI Circuits & Systems

We carve intelligence
into silicon

From neural accelerators to hybrid NPUs — we build AI directly in digital circuits.

NPUAcceleratorEdge AI20 TOPS/W
Inside the NPU
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Inside the NPU

The NPU's heart —
thousands multiply at once

The MAC array — a systolic grid where thousands of multiply-accumulators beat on one clock.

MAC ArraySystolicParallelismINT8
Dataflow
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Dataflow

Performance is decided
by flow, not math

Where weights stay and how data streams — dataflow decides half of your power budget.

DataflowWeight ReuseSRAM BankingBandwidth
Bio-AI Accelerator
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Bio-AI Accelerator

Inference on-chip,
right at the biosignal

ECG and PPG are answered before they leave the chip — an always-on bio-AI accelerator.

Bio-AIOn-chip InferenceAlways-onECG · PPG
Layout → Silicon
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Layout → Silicon

Designed, laid out,
and made real

RTL to layout to chip — our accelerator has already passed GDS into real silicon.

RTL→GDSPlace & RouteTape-out28nm
Hybrid-NPU
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Hybrid-NPU

Flexibility and speed
on one die

CPU generality fused with NPU horsepower — the workload changes, the chip doesn't.

Hybrid-NPUHeterogeneousSchedulerISA Extension
Ultra-Low-Power
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Ultra-Low-Power

Picojoules
per inference

Think energy, not power — shaving picojoules per inference is everything at the edge.

pJ/InferenceClock GatingNear-thresholdSparsity
The Conductor
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The Conductor

The CPU core
conducts it all

A RISC pipeline from fetch to write-back — even in the accelerator era, the CPU conducts.

RISC-V5-Stage PipelineControlFSM
Memory Wall
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Memory Wall

Compute is fast,
data is late

The memory wall — HBM bandwidth and CXL links keep thousands of MACs fed without stalls.

Memory WallHBMCXLOn-chip SRAM
Proven in Silicon
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Proven in Silicon

We speak in measurements,
not simulations

Silicon running on a test board, measured TOPS/W — behind every paper, a real chip.

TestchipMeasured TOPS/WFPGA Bring-upDemo
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