Concurrent decoding of acoustic detail and linguistic structure enables natural, intelligible speech synthesis from limited human cortical recordings, resolving a fundamental constraint in neural speech reconstruction.
The adjoint propagation framework enables the concurrent flow of signals and errors, providing a biologically and physically plausible learning mechanism.