Alex Yakovlev

Newcastle Upon Tyne, ENG NE17RU, United Kingdom

Last Updated: 09/26/2026

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Found 13 publications

Sensor-Modality-Aware Human Activity Recognition with the Convolutional Tsetlin Machine: Interpretable and Resource-Efficient Neuro-Symbolic Learning.

Sensor-Modality-Aware Human Activity Recognition with the Convolutional Tsetlin Machine: Interpretable and Resource-Efficient Neuro-Symbolic Learning.

Journal: Sensors (Basel, Switzerland)
Published: May 24, 2026

Atlantool: a command line tool to retrieve DNA and RNA sequencing reads from BAM files by the read identifier.

Atlantool: a command line tool to retrieve DNA and RNA sequencing reads from BAM files by the read identifier.

Journal: Bioinformatics advances
Published: March 20, 2025

Prediction of the infecting organism in peritoneal dialysis patients with acute peritonitis using interpretable Tsetlin Machines.

Prediction of the infecting organism in peritoneal dialysis patients with acute peritonitis using interpretable Tsetlin Machines.

Journal: Bioinformatics advances
Published: March 12, 2025

IMPACT: In-Memory ComPuting Architecture based on Y-FlAsh Technology for Coalesced Tsetlin machine inference.

IMPACT: In-Memory ComPuting Architecture based on Y-FlAsh Technology for Coalesced Tsetlin machine inference.

Journal: Philosophical transactions. Series A, Mathematical, physical, and engineering sciences
Published: January 16, 2025

Time derivatives via interconnected waveguides.

Time derivatives via interconnected waveguides.

Journal: Scientific reports
Published: July 14, 2023

REDRESS: Generating Compressed Models for Edge Inference Using Tsetlin Machines.

REDRESS: Generating Compressed Models for Edge Inference Using Tsetlin Machines.

Journal: IEEE transactions on pattern analysis and machine intelligence
Published: April 19, 2023

Learning automata based energy-efficient AI hardware design for IoT applications.

Learning automata based energy-efficient AI hardware design for IoT applications.

Journal: Philosophical transactions. Series A, Mathematical, physical, and engineering sciences
Published: September 14, 2020

Neural network design for energy-autonomous artificial intelligence applications using temporal encoding.

Neural network design for energy-autonomous artificial intelligence applications using temporal encoding.

Journal: Philosophical transactions. Series A, Mathematical, physical, and engineering sciences
Published: December 24, 2019

Harmonizing energy-autonomous computing and intelligence: an editorial introduction.

Harmonizing energy-autonomous computing and intelligence: an editorial introduction.

Journal: Philosophical transactions. Series A, Mathematical, physical, and engineering sciences
Published: December 24, 2019

Correction to 'Energy current and computing'.

Correction to 'Energy current and computing'.

Journal: Philosophical transactions. Series A, Mathematical, physical, and engineering sciences
Published: April 11, 2019

Oliver Heaviside's electromagnetic theory.

Oliver Heaviside's electromagnetic theory.

Journal: Philosophical transactions. Series A, Mathematical, physical, and engineering sciences
Published: August 14, 2018

Energy current and computing.

Energy current and computing.

Journal: Philosophical transactions. Series A, Mathematical, physical, and engineering sciences
Published: June 09, 2018
Showing 1-12 of 13

Last Updated: 09/26/2026