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08/12/2023
Neural Latent Aligner: Cross-trial Alignment for Learning Representations of Complex, Naturalistic Neural Data
Understanding the neural implementation of complex human behaviors is on...
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12/12/2019
On Neural Phone Recognition of Mixed-Source ECoG Signals
The emerging field of neural speech recognition (NSR) using electrocorti...
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09/03/2019
Brain2Char: A Deep Architecture for Decoding Text from Brain Recordings
Decoding language representations directly from the brain can enable new...
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05/22/2018
Spiking Linear Dynamical Systems on Neuromorphic Hardware for Low-Power Brain-Machine Interfaces
Neuromorphic architectures achieve low-power operation by using many sim...
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03/26/2018
Deep learning as a tool for neural data analysis: speech classification and cross-frequency coupling in human sensorimotor cortex
A fundamental challenge in neuroscience is to understand what structure ...
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05/22/2017