BRN 7.89% 20.5¢ brainchip holdings ltd

First mover advantage, page-70

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    On page 8:

    "

    Our model has resolutely been developed in the philosophy
    of spiking neural networks. As a result, it is essentially
    implementable on dedicated neuromorphic hardware,

    such as Intel Loihi [3], IBM TrueNorth [1]. These chips
    can leverage the binarity and sparsity of spike tensors
    navigating through the network. In addition, we believe
    that our model being feedforward and requiring a reset
    on all of its neurons at each timestep is not a problem,
    because resetting membrane potentials is actually less
    costly than applying a leak. Therefore, statelesness can be
    seen as an advantage over recurrence in spiking models
    with similar performances
    . However, we are aware that
    current neuromorphic chips are initially designed for the
    implementation of stateful units, and acknowledge that we
    do not leverage this feature. Consequently, we believe that
    it rather fits to dedicated hardware for stateless models with
    sparse activations quantized on 1 bit. We therefore consider
    that Brainchip’s Akida chip [35] is a good fit.


    "
    Disclaimer: one of the authors Timothee Masquelier is the "T" in JAST which Brainchip has exclusive licence to.

    For a good understanding of JAST refer UIUX's thread "All roads lead to JAST"
    https://hotcopper.com.au/threads/all-roads-lead-to-jast.5683524/

 
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