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Cake day: June 16th, 2023

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  • It does not distinguish between civilians and fighters, but a majority of the 34,344 dead can be identified as civilians based on age and gender alone. It includes 11,355 children, 2,955 people aged 60 or older, and 6,297 women. There are also many civilian men of fighting age who have been killed.

    Israel claims it has killed 17,000 militants, without providing evidence. It does not provide an estimate of civilians killed in Gaza.

    There are only 13,107 of the dead who could be men of working age, so Israel’s claim of 17,000 militants killed is very unlikely to be true unless Hamas fighters include a lot of women, children and old people, or unless Israel is saying it knows it has killed very many more people than reported.































  • Neuronal firing is often understood as a fundamentally binary process, because a neuron either fires an action potential or it does not. This is often referred to as the “all-or-none” principle.

    Isn’t this true of standard multi-bit neural networks too? This seems to be what a nonlinear activation function achieves: translating the input values into an all-or-nothing activation.

    The characteristic of a 1-bit model is not that its activations are recorded in a single but but that its weights are. There are no gradations of connection weights: they are just on or off. As far as I know, that’s different from both standard neural nets and from how the brain works.