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extraction framework Our proposed end-to-end BCT framework is illustrated in Fig 2 . It contains the encoder module, decoder module, and loss function. The input of our model is a sentence w = [e1, e2, …, en ...
using a support vector machine. Classification scores were significantly above chance for all subjects and all hands , and were highly similar between amputees and controls in most regions. Decodability ...
that this approach fails catastrophically. The classic example is a BCI where error rates in even binary selection exceed 30% for some subjects [ 2 ]. The result is interfaces that are susceptible to unrecoverable ...
investigated in the MVPA decoding experiments are shown on 2 horizontal (top row) and 5 coronal (bottom row) anatomical sections: posterior parietal areas V6A (dark blue) and MIP (light blue), anterior parietal ...
of the left vs. right hand in Experiment 1 and movements of the hand vs. eye in Experiment 2 ) can be decoded , well before movement, from neural activity in early auditory cortex. We find that this motor-related ...
[ 5 ], in which a frame is divided into subframes and each message is sent over a randomly selected subframe (or slot). Decoding of a given message is successful if it encounters no collision with other ...
]. On the other hand , some classification methods developed in computer engineering have been employed to solve such problems as quantum-state discrimination [ 5 –8], which are closely connected with certain recent ...
∈ [−1, 1]) is binary decision corresponding to the user’s current mental states, i.e. the active state (y = −1) or the passive state (y = 1). Results Target vs. non-target decoding accuracy Fig 2 ...
far from a typical binary classification setting to which the calculus of CM applies. On the other hand , TS could be considered a first step towards solving the problem, due to its ability to handle ...
associated with the object retinotopic mapping scans (see below). Experiment 2 . This study was similar to Experiment 1 with the exception that (1) participants performed four different hand movements (grasp ...
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