منابع مشابه
Decoding speech for understanding and treating aphasia.
Aphasia is an acquired language disorder with a diverse set of symptoms that can affect virtually any linguistic modality across both the comprehension and production of spoken language. Partial recovery of language function after injury is common but typically incomplete. Rehabilitation strategies focus on behavioral training to induce plasticity in underlying neural circuits to maximize lingu...
متن کاملUnderstanding learned CNN features through Filter Decoding with Substitution
In parallel with the success of CNNs to solve vision problems, there is a growing interest in developing methodologies to understand and visualize the internal representations of these networks. How the responses of a trained CNN encode the visual information is a fundamental question both for computer and human vision research. Image representations provided by the first convolutional layer as...
متن کاملUnderstanding and Decoding Thoughts in the Human Brain
1Center for Neuroprosthetics, Ecole Polytechnique Fédérale de Lausanne, Lausanne, Switzerland, 2Helen Wills Neuroscience Institute, University of California Berkeley, Berkeley, CA, USA, 3Psychiatric Services, Division of Clinical Research Support, Translational Research Center, University Hospital of Psychiatry, University of Bern, Bern, Switzerland, 4Department of Psychology, University of Cal...
متن کاملTowards Image Understanding from Deep Compression without Decoding
Motivated by recent work on deep neural network (DNN)-based image compression methods showing potential improvements in image quality, savings in storage, and bandwidth reduction, we propose to perform image understanding tasks such as classification and segmentation directly on the compression representations produced by these compression methods. Since the encoders and decoders in DNN-based c...
متن کاملTowards Image Understanding from Deep Compression without Decoding
Motivated by recent work on deep neural network (DNN)-based image compression methods showing potential improvements in image quality, savings in storage, and bandwidth reduction, we propose to perform image understanding tasks such as classification and segmentation directly on the compressed representations produced by these compression methods. Since the encoders and decoders in DNN-based co...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: Nature Structural & Molecular Biology
سال: 2012
ISSN: 1545-9993,1545-9985
DOI: 10.1038/nsmb.2297