Hardware Optimizations of Dense Binary Hyperdimensional Computing: Rematerialization of Hypervectors, Binarized Bundling, and Combinational Associative Memory

Classification and Recall With Binary Hyperdimensional Computing: Tradeoffs in Choice of Density and Mapping Characteristics

(2018) Denis Kleyko et al.   IEEE Transactions on Neural Networks and Learning Systems

Hyperdimensional Computing Exploiting Carbon Nanotube FETs, Resistive RAM, and Their Monolithic 3D Integration

(2018) Tony F. Wu et al.   IEEE JOURNAL OF SOLID-STATE CIRCUITS

Efficient Biosignal Processing Using Hyperdimensional Computing: Network Templates for Combined Learning and Classification of ExG Signals

(2018) Abbas Rahimi et al.   PROCEEDINGS OF THE IEEE

A Bio-Inspired Analog Gas Sensing Front End

(2017) Ping-Chen Huang et al.   IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-REGULAR PAPERS

High-Dimensional Computing as a Nanoscalable Paradigm

(2017) Abbas Rahimi et al.   IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-REGULAR PAPERS

Hyperdimensional Computing for Blind and One-Shot Classification of EEG Error-Related Potentials

(2017) Abbas Rahimi et al.   MOBILE NETWORKS & APPLICATIONS

Sequence Prediction With Sparse Distributed Hyperdimensional Coding Applied to the Analysis of Mobile Phone Use Patterns

(2016) Okko J. Rasanen et al.   IEEE Transactions on Neural Networks and Learning Systems

Modeling Dependencies in Multiple Parallel Data Streams with Hyperdimensional Computing

(2014)   IEEE SIGNAL PROCESSING LETTERS

Hyperdimensional Computing: An Introduction to Computing in Distributed Representation with High-Dimensional Random Vectors

(2009) Pentti Kanerva   Cognitive Computation