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of 6
pro vyhledávání: '"Dunefsky, Jacob"'
A key goal in mechanistic interpretability is circuit analysis: finding sparse subgraphs of models corresponding to specific behaviors or capabilities. However, MLP sublayers make fine-grained circuit analysis on transformer-based language models dif
Externí odkaz:
http://arxiv.org/abs/2406.11944
Autor:
Dunefsky, Jacob, Cohan, Arman
A key goal of current mechanistic interpretability research in NLP is to find linear features (also called "feature vectors") for transformers: directions in activation space corresponding to concepts that are used by a given model in its computation
Externí odkaz:
http://arxiv.org/abs/2312.16291
Deep brain stimulation (DBS) is an established method for treating pathological conditions such as Parkinson's disease, dystonia, Tourette syndrome, and essential tremor. While the precise mechanisms which underly the effectiveness of DBS are not ful
Externí odkaz:
http://arxiv.org/abs/2007.02414
Autor:
Kiosses, Dimitris N., Monkovic, Jody, Stern, Amy, Czaja, Sara J., Alexopoulos, George, Arslanoglou, Elizabeth, Ebo, Theresa, Pantelides, Joanna, Yu, Huaian, Dunefsky, Jacob, Smeragliuolo, Anna, Putrino, David
Publikováno v:
In The American Journal of Geriatric Psychiatry August 2021
Autor:
Kiosses, Dimitris N., Monkovic, Jody, Stern, Amy, Czaja, Sara J., Alexopoulos, George, Arslanoglou, Elizabeth, Ebo, Theresa, Pantelides, Joanna, Yu, Huaian, Dunefsky, Jacob, Smeragliuolo, Anna, Putrino, David
Publikováno v:
American Journal of Geriatric Psychiatry; May2022, Vol. 30 Issue 5, p575-584, 10p
Autor:
Kuelbs D; Stanford University, Palo Alto, CA, 94305, USA., Dunefsky J; Yale University, New Haven, CT, 06520, USA., Monga B; Department of Mechanical Engineering, University of California, Santa Barbara, CA, 93106, USA., Moehlis J; Department of Mechanical Engineering, Program in Dynamical Neuroscience, University of California, Santa Barbara, CA, 93106, USA. moehlis@ucsb.edu.
Publikováno v:
Biological cybernetics [Biol Cybern] 2020 Dec; Vol. 114 (6), pp. 589-607. Date of Electronic Publication: 2020 Dec 09.