2013

Audio Stimulus Reconstruction Using Multi-Source Semantic Embedding

Neural Information Processing Systems (NIPS)
Abstract. The ability to reconstruct audio-visual stimuli from human brain activity is an important step towards creating intelligent brain-computer interfaces and also serves as a valuable tool for cognitive neu-roscience research. We propose a general method for stimulus reconstruc-tion that simultaneously learns from multiple sources of brain activity and multiple stimulus representations.

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