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08/28/2022
Computing with Hypervectors for Efficient Speaker Identification
We introduce a method to identify speakers by computing with high-dimens...
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03/11/2022
Generalized Key-Value Memory to Flexibly Adjust Redundancy in Memory-Augmented Networks
Memory-augmented neural networks enhance a neural network with an extern...
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03/07/2022
Innovating at Speed and at Scale: A Next Generation Infrastructure for Accelerating Semiconductor Technologies
Semiconductor innovation drives improvements to technologies that are cr...
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07/21/2021
A low-overhead approach for self-sovereign identity in IoT
We present a low-overhead mechanism for self-sovereign identification an...
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06/17/2021
Generalized Learning Vector Quantization for Classification in Randomized Neural Networks and Hyperdimensional Computing
Machine learning algorithms deployed on edge devices must meet certain r...
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06/09/2021
Vector Symbolic Architectures as a Computing Framework for Nanoscale Hardware
This article reviews recent progress in the development of the computing...
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04/06/2021
Efficient emotion recognition using hyperdimensional computing with combinatorial channel encoding and cellular automata
In this paper, a hardware-optimized approach to emotion recognition base...
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03/11/2020
Self-Sovereign Identity for IoT environments: A Perspective
This paper analyses the concept of Self-Sovereign Identity (SSI), an eme...
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01/02/2019
Adaptive EMG-based hand gesture recognition using hyperdimensional computing
Accurate recognition of hand gestures is crucial to the functionality of...
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11/23/2018
Hyperdimensional Computing Nanosystem
One viable solution for continuous reduction in energy-per-operation is ...
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07/25/2018
Adaptivity to Enable an Efficient and Robust Human Intranet
The Human Intranet is envisioned as an open, scalable platform that seam...
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02/28/2018