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Reviews: Deep Multi-State Dynamic Recurrent Neural Networks Operating on Wavelet Based Neural Features for Robust Brain Machine Interfaces

Neural Information Processing Systems

This paper presents a deep recurrent network for decoding neural signals from the brain of a human participant for the control of a computer cursor. All reviewers thought this was an important problem and appreciated the large-scale comparison against other decoders on a pre-recorded dataset. Reviewer 1 thought the paper was of impressive quality and appreciated the experimental rigor and many aspects that were empirically evaluated. They also thought the paper was well written, but asked for more clarification regarding novelty. Reviewer 2 acknowledged the good results, but questioned the nature of the hardware problem.


Continuous Paper

AITopics Original Links

The HoMT workshop at the University of Pennsylvania is a place for presenting work in progress, and this is such work. In the text below, I have omitted references, and mention of "the handout" doesn't mean anything here, except that I have linked to things on the handout that exist on the Web. If you'd like to correspond about the topic and correct or inform me about the use of print-based interfaces, please contact me: nickm at this domain. Update, 1 March 2004: I made several changes, thanks to comments from Tom Van Vleck, whose work I cite in my talk. Update, 20 August 2004: Further work on this topic has resulted in "Continuous Paper: Print Interfaces and Early Computer Writing," a talk given at ISEA. My topic today is what some call "electronic writing," although "computer writing" is also a reasonable term for it. "Electronic writing" makes this sound a bit like a quadraphonic hi-fi, while "computer writing" is something you might expect to find in PC Magazine -- the helpful advice column about defragmenting your hard disk and such.


Continuous Paper: ISEA

AITopics Original Links

This is the full version of the paper Scott Rettberg presented for me at ISEA 2004 in Helsinki, on August 20, 2004. I slightly abbreviated the text he read so it would fit in the alloted time. The text that I sumitted to ISEA was abbreviated further so as to not exceed the (believe it or not) 13250 character limit. As I started researching this topic, I gave a preliminary talk at the History of Material Texts workshop; that text is online. If you'd like to correspond about the topic and correct or inform me about the use of print-based interfaces, please contact me: nickm at this domain.