Marcel S. Kehl
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mskehl.bsky.social
Marcel S. Kehl
@mskehl.bsky.social
Oxford Postdoc in the Staresina Lab | Sleep | Memory | Human Olfaction & Single Neurons
8/8: A huge thanks to Katharina Karkowski and everyone contributing! @humansingleneuron.bsky.social, Florian Mormann, Yair Lakretz, @martinhebart.bsky.social, @standehaene.bsky.social, @alanadarcher.bsky.social @treber.bsky.social, @yjqin.bsky.social, Philipp Karkowski, Valeri Borger & Rainer Surges
October 27, 2025 at 3:32 PM
7/8: Which semantic models best explain these neuronal responses?
Continuous, vector-based embeddings capture MTL activity more accurately than categorical or network-based models, shedding light on how meaning is structured in the human brain.
October 27, 2025 at 3:32 PM
6/8: Investigating graded responses across neurons revealed region-specific tuning of MTL subregions. Amygdala neurons, for example, showed a preference for food items. These tuning patterns link single-neuron coding with large-scale activity seen in human brain imaging.
October 27, 2025 at 3:32 PM
5/8: This example amygdala neuron responds to several food- and drink-related items but not to unrelated items (such as the bus).
October 27, 2025 at 3:32 PM
4/8: Human MTL neurons exhibit semantic tuning, with graded responses that follow narrow and steep tuning curves (steepest in hippocampus).
Neurons preferentially respond to semantically related stimuli, and their firing rates correlate with semantic similarity to preferred stimuli.
October 27, 2025 at 3:32 PM
3/8: Neuronal tuning curves are core coding principles in neuroscience (e.g., in vision and audition). They can vary in width and steepness. Using semantic embeddings and standardised image sets (THINGS), we presented items at controlled semantic distances to map the local semantic vicinity.
October 27, 2025 at 3:32 PM
2/8: The discovery of concept cells sparked debate about binary vs distributed coding. Here, we developed a closed-loop algorithm that adaptively presents images semantically related to response-eliciting stimuli to explore the semantic tuning of MTL neurons.
October 27, 2025 at 3:32 PM