Thomas Nowotny

Thomas Nowotny

University of Sussex

H-index: 31

Europe-United Kingdom

About Thomas Nowotny

Thomas Nowotny, With an exceptional h-index of 31 and a recent h-index of 20 (since 2020), a distinguished researcher at University of Sussex, specializes in the field of Computational Neuroscience, Hybrid Systems, Machine Learning.

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

Trail using ants follow idiosyncratic routes in complex landscapes

Familiarity-taxis: A bilateral approach to view-based snapshot navigation

Spyx: A Library for Just-In-Time Compiled Optimization of Spiking Neural Networks

Estimating orientation in Natural scenes: A Spiking Neural Network Model of the Insect Central Complex

Easy and efficient spike-based Machine Learning with mlGeNN

Insect-inspired Spatio-temporal Downsampling of Event-based Input

Neurobench: Advancing neuromorphic computing through collaborative, fair and representative benchmarking

Geosmin suppresses defensive behaviour and elicits unusual neural responses in honey bees

Thomas Nowotny Information

University

Position

Professor of Informatics

Citations(all)

3182

Citations(since 2020)

1402

Cited By

2295

hIndex(all)

31

hIndex(since 2020)

20

i10Index(all)

59

i10Index(since 2020)

36

Email

University Profile Page

University of Sussex

Google Scholar

View Google Scholar Profile

Thomas Nowotny Skills & Research Interests

Computational Neuroscience

Hybrid Systems

Machine Learning

Top articles of Thomas Nowotny

Title

Journal

Author(s)

Publication Date

Trail using ants follow idiosyncratic routes in complex landscapes

Learning & Behavior

Robert Barrie

Lars Haalck

Benjamin Risse

Thomas Nowotny

Paul Graham

...

2023/11/22

Familiarity-taxis: A bilateral approach to view-based snapshot navigation

Adaptive Behavior

Fabian Steinbeck

Efstathios Kagioulis

Alex Dewar

Andrew Philippides

Thomas Nowotny

...

2024/1/10

Spyx: A Library for Just-In-Time Compiled Optimization of Spiking Neural Networks

arXiv preprint arXiv:2402.18994

Kade M Heckel

Thomas Nowotny

2024/2/29

Estimating orientation in Natural scenes: A Spiking Neural Network Model of the Insect Central Complex

bioRxiv

Rachael Stentiford

James C Knight

Thomas Nowotny

Andrew Philippides

Paul Graham

2024

Easy and efficient spike-based Machine Learning with mlGeNN

James C Knight

Thomas Nowotny

2023/4/11

Insect-inspired Spatio-temporal Downsampling of Event-based Input

Anindya Ghosh

Thomas Nowotny

James C Knight

2023/8/1

Neurobench: Advancing neuromorphic computing through collaborative, fair and representative benchmarking

arXiv preprint arXiv:2304.04640

Jason Yik

Soikat Hasan Ahmed

Zergham Ahmed

Brian Anderson

Andreas G Andreou

...

2023/4/10

Geosmin suppresses defensive behaviour and elicits unusual neural responses in honey bees

Scientific Reports

Florencia Scarano

Mukilan Deivarajan Suresh

Ettore Tiraboschi

Amélie Cabirol

Morgane Nouvian

...

2023/3/8

Robustness of the Infomax Network for View Based Navigation of Long Routes

Amany Azevedo Amin

Efstathios Kagioulis

Alexander Dewar Norbert Domcsek

Thomas Nowotny

Paul Graham

...

2023/7/24

Neural responses to reconstructed target pursuits

bioRxiv

Yuri Ogawa

Sarah Nicholas

Malin Thyselius

Thomas Nowotny

James C Knight

...

2023

Neuroscience, computing, performance, and benchmarks: Why it matters to neuroscience compute how fast we can

Neuroscience, computing, performance, and benchmarks: Why it matters to neuroscience how fast we can compute

James B Aimone

Omar Awile

Markus Diesmann

James C Knight

Thomas Nowotny

...

2023/4/26

Descending neurons of the hoverfly respond to pursuits of artificial targets

Current Biology

Yuri Ogawa

Sarah Nicholas

Malin Thyselius

Richard Leibbrandt

Thomas Nowotny

...

2023/10/23

Learning efficient backprojections across cortical hierarchies in real time

Kevin Max

Laura Kriener

Garibaldi Pineda García

Thomas Nowotny

Walter Senn

...

2023/9/22

Event-based spatio-temporal down-sampling

UKRAS22 Conference “Robotics for Unconstrained Environments". UKRAS22 Conference “Robotics for Unconstrained Environments" Proceedings

Anindya Ghosh

Thomas Nowotny

James Knight

2022

CORtEX 2022 Invited Speaker 1: The GeNN ecosystem for GPU accelerated spiking neural network simulations

Thomas Nowotny

James Knight

2022/5/30

Event-based dataset for classification and pose estimation

James Turner

Jens Pedersen

Jörg Conradt

Thomas Nowotny

2022/3/28

Efficient GPU training of LSNNs using eProp

James C Knight

Thomas Nowotny

2022/3/28

Loss shaping enhances exact gradient learning with eventprop in spiking neural networks

arXiv preprint arXiv:2212.01232

Thomas Nowotny

James P Turner

James C Knight

2022/12/2

mlGeNN: accelerating SNN inference using GPU-enabled neural networks

Neuromorphic Computing and Engineering

James Paul Turner

James C Knight

Ajay Subramanian

Thomas Nowotny

2022/3/25

Production of adaptive movement patterns via an insect inspired spiking neural network central pattern generator

Frontiers in Computational Neuroscience

Fabian Steinbeck

Thomas Nowotny

Andy Philippides

Paul Graham

2022/11/18

See List of Professors in Thomas Nowotny University(University of Sussex)

Co-Authors

H-index: 83
Anil Seth

Anil Seth

University of Sussex

H-index: 72
Henry Abarbanel

Henry Abarbanel

University of California, San Diego

H-index: 62
Mikhail Rabinovich

Mikhail Rabinovich

University of California, San Diego

H-index: 40
Russell Binions

Russell Binions

Queen Mary University of London

H-index: 38
György Kemenes

György Kemenes

University of Sussex

H-index: 31
Andrew Philippides

Andrew Philippides

University of Sussex

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