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Topic: Naturalistic settings

Seminar
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Seminar · Computational Neuroscience

Multimodal units fuse-then-accumulate evidence across channels

Dan Goodman · Imperial college

Wed, Oct 25, 2023 · 15:00 UTC

We continuously detect sensory data, like sights and sounds, and use this information to guide our behaviour. However, rather than relying on single sensory channels, which are noisy and can be ambiguous alone, we merge information across our senses and leverage this combined signal. In biological networks, this process (multisensory integration) is implemented by multimodal neurons which are often thought to receive the information accumulated by unimodal areas, and to fuse this across channels; an algorithm we term accumulate-then-fuse. However, it remains an open question how well this theo

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