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For a random variable x ∼ N(µ, σ), the information entropy x reaches its maximum value H(x) = 1 2 log 2πeσ 2(x), is observed to increase with the expansion of variance σ · 2025

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Quantized Spike-driven Transformer

cs.CV · 2025-01-23 · conditional · novelty 6.0

A 4-bit quantized spike-driven transformer with multi-bit training and binary inference achieves 80.3% ImageNet accuracy with 6.8M parameters.

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  • Quantized Spike-driven Transformer cs.CV · 2025-01-23 · conditional · none · ref 2

    A 4-bit quantized spike-driven transformer with multi-bit training and binary inference achieves 80.3% ImageNet accuracy with 6.8M parameters.