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Generalized Key-Value Memory to Flexibly Adjust Redundancy in Memory-Augmented Networks



Denis Kleyko , Geethan Karunaratne , Jan M. Rabaey , Abu Sebastian , Abbas Rahimi

* 8 pages, 7 figures 

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Generalized Learning Vector Quantization for Classification in Randomized Neural Networks and Hyperdimensional Computing



Cameron Diao , Denis Kleyko , Jan M. Rabaey , Bruno A. Olshausen

* 10 pages, 7 figures 

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Vector Symbolic Architectures as a Computing Framework for Nanoscale Hardware



Denis Kleyko , Mike Davies , E. Paxon Frady , Pentti Kanerva , Spencer J. Kent , Bruno A. Olshausen , Evgeny Osipov , Jan M. Rabaey , Dmitri A. Rachkovskij , Abbas Rahimi , Friedrich T. Sommer

* 28 pages, 15 figures, 1 Table 

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Efficient emotion recognition using hyperdimensional computing with combinatorial channel encoding and cellular automata



Alisha Menon , Anirudh Natarajan , Reva Agashe , Daniel Sun , Melvin Aristio , Harrison Liew , Yakun Sophia Shao , Jan M. Rabaey


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Adaptive EMG-based hand gesture recognition using hyperdimensional computing



Ali Moin , Andy Zhou , Simone Benatti , Abbas Rahimi , George Alexandrov , Alisha Menon , Senam Tamakloe , Jonathan Ting , Natasha Yamamoto , Yasser Khan , Fred Burghardt , Ana C. Arias , Luca Benini , Jan M. Rabaey


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Hyperdimensional Computing Nanosystem



Abbas Rahimi , Tony F. Wu , Haitong Li , Jan M. Rabaey , H. -S. Philip Wong , Max M. Shulaker , Subhasish Mitra

* 22 pages, 8 figures 

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An EMG Gesture Recognition System with Flexible High-Density Sensors and Brain-Inspired High-Dimensional Classifier



Ali Moin , Andy Zhou , Abbas Rahimi , Simone Benatti , Alisha Menon , Senam Tamakloe , Jonathan Ting , Natasha Yamamoto , Yasser Khan , Fred Burghardt , Luca Benini , Ana C. Arias , Jan M. Rabaey


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