Benyamin Meschede-Krasa

This paper tests deep neural ensembles in real-time speech BCIs, showing reduced word error rates and introducing a computationally efficient pseudoensembling method.

The paper shows that premotor cortex uses a compositional neural geometry to plan words by combining phoneme representations, enabling efficient planning of novel sequences.

This paper improves the interpretability of LFADS models by introducing a per-trial bias, enabling simpler contextual dynamics and better analysis of neural activity in simulated and real data.

The paper studies neural encoding of inner speech in motor cortex and shows it can be decoded, but also identifies a neural dimension that can prevent unintentional decoding of private thoughts.

The paper evaluates an EEG-based focus detection system using Neurables Enten headphones and shows it accurately captures distractions across sessions and participants.

The paper investigates how cortical direction selectivity develops through a combination of synaptic and intrinsic plasticity mechanisms in ferret visual cortex.

The paper shows that early visual experience instructively shapes direction selectivity in ferret visual cortex, while later experience enhances pre-existing response properties.