a yakovlev

a yakovlev

Newcastle University

H-index: 44

Europe-United Kingdom

About a yakovlev

a yakovlev, With an exceptional h-index of 44 and a recent h-index of 21 (since 2020), a distinguished researcher at Newcastle University, specializes in the field of microelectronic system design, EDA, low power, asynchronous systems, concurrency.

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

Bridging the Design Methodologies of Burst-Mode Specifications and Signal Transition Graphs

MATADOR: Automated System-on-Chip Tsetlin Machine Design Generation for Edge Applications

Systematic Search for Optimal Hyper-parameters of the Tsetlin Machine on MNIST Dataset

Redress: Generating compressed models for edge inference using tsetlin machines

A Non-volatile State Retention Unit for Multi-storage Energy Management in Transient Systems

Convolutional Tsetlin Machine-based Training and Inference Accelerator for 2-D Pattern Classification

Variable Duty Cycle Pulse Generation for Low Complexity Randomization in Machine Learning

AI-Driven Battery State-of-Charge Estimation using Electrochemical Impedance Spectroscopy

a yakovlev Information

University

Position

___

Citations(all)

10255

Citations(since 2020)

2156

Cited By

9251

hIndex(all)

44

hIndex(since 2020)

21

i10Index(all)

223

i10Index(since 2020)

61

Email

University Profile Page

Newcastle University

Google Scholar

View Google Scholar Profile

a yakovlev Skills & Research Interests

microelectronic system design

EDA

low power

asynchronous systems

concurrency

Top articles of a yakovlev

Title

Journal

Author(s)

Publication Date

Bridging the Design Methodologies of Burst-Mode Specifications and Signal Transition Graphs

Alex Chan

Danil Sokolov

Victor Khomenko

Alex Yakovlev

2024/1/22

MATADOR: Automated System-on-Chip Tsetlin Machine Design Generation for Edge Applications

arXiv preprint arXiv:2403.10538

Tousif Rahman

Gang Mao

Sidharth Maheshwari

Rishad Shafik

Alex Yakovlev

2024/3/3

Systematic Search for Optimal Hyper-parameters of the Tsetlin Machine on MNIST Dataset

Olga Tarasyuk

Tousif Rahman

Rishad Shafik

Alex Yakovlev

Anatoliy Gorbenko

...

2023/8/29

Redress: Generating compressed models for edge inference using tsetlin machines

IEEE Transactions on Pattern Analysis and Machine Intelligence

Sidharth Maheshwari

Tousif Rahman

Rishad Shafik

Alex Yakovlev

Ashur Rafiev

...

2023/4/19

A Non-volatile State Retention Unit for Multi-storage Energy Management in Transient Systems

Sergey Mileiko

Oktay Cetinkaya

Darren Mackie

Alex Yakovlev

Domenico Balsamo

2023/6/8

Convolutional Tsetlin Machine-based Training and Inference Accelerator for 2-D Pattern Classification

Microprocessors and Microsystems

Svein Anders Tunheim

Lei Jiao

Rishad Shafik

Alex Yakovlev

Ole-Christoffer Granmo

2023/11/1

Variable Duty Cycle Pulse Generation for Low Complexity Randomization in Machine Learning

Komal Krishnamurthy

Omar Ghazal

Tian Lan

Fei Xia

Alex Yakovlev

...

2023/6/26

AI-Driven Battery State-of-Charge Estimation using Electrochemical Impedance Spectroscopy

Jesse Ojuwu

Sidharth Maheshwari

Rishad Shafik

Alex Yakovlev

Mohamed Mamlouk

2023

Perfect Splitting in Rectangular Waveguide Junctions for Analogue Computing

arXiv preprint arXiv:2310.09317

William Rogers

Christian Johnson-Richards

Alex Yakovlev

Victor Pacheco-Peña

2023/10/13

A Rapid Reset 8-Transistor Physically Unclonable Function Utilising Power Gating

Yujin Zheng

Alex Bystrov

Alex Yakovlev

2023/4/17

An FPGA Architecture for Online Learning using the Tsetlin Machine

arXiv preprint arXiv:2306.01027

Samuel Prescott

Adrian Wheeldon

Rishad Shafik

Tousif Rahman

Alex Yakovlev

...

2023/6/1

Modelling of Interconnected Electromagnetic Waveguide Junctions Using Petri-Nets

A Ventisei

A Yakovlev

V Pacheco-Peña

2023/9/11

Approximate digital-in analog-out multiplier with asymmetric nonvolatility and low energy consumption

Integration

Shengqi Yu

Fei Xia

Rishad Shafik

Domenico Balsamo

Alex Yakovlev

2023/11/1

Neural network design of multilayer metamaterial for temporal differentiation

Advanced Optical Materials

Tony Knightley

Alex Yakovlev

Victor Pacheco‐Peña

2023/3

Asynchronous Control for Tsetlin Machine with Binary Memristor-Transistor Array

O. Awf

T. Lan

M. Gang

R. Shafik

A. Yakovlev

2023

Logic-Based Machine Learning with Reproducible Decision Model Using the Tsetlin Machine

Olga Tarasyuk

Anatoliy Gorbenko

Tousif Rahman

Rishad Shafik

Alex Yakovlev

2023/9/7

A Power-Gated 8-Transistor Physically Unclonable Function Accelerates Evaluation Speeds

Journal of Low Power Electronics and Applications

Yujin Zheng

Alex Yakovlev

Alex Bystrov

2023/9/29

Solving partial differential equations with waveguide-based metatronic networks

arXiv preprint arXiv:2401.00861

Ross Glyn MacDonald

Alex Yakovlev

Victor Pacheco-Peña

2023/12/21

Time derivatives via interconnected waveguides

Scientific Reports

Ross Glyn MacDonald

Alex Yakovlev

Victor Pacheco-Peña

2023/8/12

Energy-frugal and Interpretable AI Hardware Design using Learning Automata

arXiv preprint arXiv:2305.11928

Rishad Shafik

Tousif Rahman

Adrian Wheeldon

Ole-Christoffer Granmo

Alex Yakovlev

2023/5/19

See List of Professors in a yakovlev University(Newcastle University)