PrismML Runs Bonsai Models in DRAM via DDR4 Timing Violations
July 23, 2026
PrismML's Bonsai models enable 1-bit and ternary inference by intentionally breaking DDR4 timing rules to run within DRAM. This approach targets efficient on-device AI execution for edge hardware like smartphones.
HOW THIS AFFECTS YOU
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builderYou can implement highly efficient 1-bit models on edge devices by leveraging unconventional memory access patterns.
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researcherYou can explore the implications of sub-standard hardware timing for specialized quantized model execution.