Adrian Wheeldon

Adrian Wheeldon

Newcastle University

H-index: 8

Europe-United Kingdom

About Adrian Wheeldon

Adrian Wheeldon, With an exceptional h-index of 8 and a recent h-index of 8 (since 2020), a distinguished researcher at Newcastle University, specializes in the field of Artificial Intelligence, Tsetlin Machines, Asynchronous Circuits, Low Power VLSI.

His recent articles reflect a diverse array of research interests and contributions to the field:

An Energy-efficient Capacitive-Memristive Content Addressable Memory

Introducing TRIM Automata for Tsetlin Machines

An FPGA Architecture for Online Learning using the Tsetlin Machine

Energy-frugal and Interpretable AI Hardware Design using Learning Automata

A multi‐step finite‐state automaton for arbitrarily deterministic Tsetlin Machine learning

A study on the clusterability of latent representations in image pipelines

Data Booleanization for Energy Efficient On-Chip Learning using Logic Driven AI

Self-timed Reinforcement Learning using Tsetlin Machine

Adrian Wheeldon Information

University

Position

___

Citations(all)

186

Citations(since 2020)

186

Cited By

37

hIndex(all)

8

hIndex(since 2020)

8

i10Index(all)

6

i10Index(since 2020)

6

Email

University Profile Page

Google Scholar

Adrian Wheeldon Skills & Research Interests

Artificial Intelligence

Tsetlin Machines

Asynchronous Circuits

Low Power VLSI

Top articles of Adrian Wheeldon

An Energy-efficient Capacitive-Memristive Content Addressable Memory

arXiv preprint arXiv:2401.09207

2024/1/17

Adrian Wheeldon
Adrian Wheeldon

H-Index: 3

Themis Prodromakis
Themis Prodromakis

H-Index: 32

Introducing TRIM Automata for Tsetlin Machines

2023

An FPGA Architecture for Online Learning using the Tsetlin Machine

arXiv preprint arXiv:2306.01027

2023/6/1

Energy-frugal and Interpretable AI Hardware Design using Learning Automata

arXiv preprint arXiv:2305.11928

2023/5/19

A multi‐step finite‐state automaton for arbitrarily deterministic Tsetlin Machine learning

Expert Systems

2023/5

A study on the clusterability of latent representations in image pipelines

Frontiers in Neuroinformatics

2023/2/16

Adrian Wheeldon
Adrian Wheeldon

H-Index: 3

Data Booleanization for Energy Efficient On-Chip Learning using Logic Driven AI

2022/6/20

Self-timed Reinforcement Learning using Tsetlin Machine

2021/9/7

Adrian Wheeldon
Adrian Wheeldon

H-Index: 3

Rishad Shafik
Rishad Shafik

H-Index: 14

Low-Power Audio Keyword Spotting using Tsetlin Machines

Journal of Low Power Electronics and Applications

2021/4/9

Low-Latency Asynchronous Logic Design for Inference at the Edge

2021/2/1

Adrian Wheeldon
Adrian Wheeldon

H-Index: 3

Rishad Shafik
Rishad Shafik

H-Index: 14

A Novel Multi-step Finite-State Automaton for Arbitrarily Deterministic Tsetlin Machine Learning

2020/12/8

From Arithmetic to Logic based AI: A Comparative Analysis of Neural Networks and Tsetlin Machine

2020/11/23

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

Philosophical transactions of the royal society a

2020/10/16

Explainability and dependability analysis of learning automata based AI hardware

2020/7/13

Rishad Shafik
Rishad Shafik

H-Index: 14

Adrian Wheeldon
Adrian Wheeldon

H-Index: 3

Integrated circuit design

2020/6/23

See List of Professors in Adrian Wheeldon University(Newcastle University)

Co-Authors

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