Thomas Nowotny

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 32

Top Topics

Computational Neuroscience

Biologically Plausible

Central Pattern Generator

Top Venues

Frontiers Neuroinformatics

Living Machines

Publications

Balázs Mészáros, James C. Knight, Thomas Nowotny
Spatio-temporal Structure of Excitation and Inhibition Emerges in Spiking Neural Networks with and without Biologically Plausible Constraints. CoRR (2024)
Kade M. Heckel, Thomas Nowotny
Spyx: A Library for Just-In-Time Compiled Optimization of Spiking Neural Networks. CoRR (2024)
Kevin Max, Laura Kriener, Garibaldi Pineda García, Thomas Nowotny, Ismael Jaras, Walter Senn, Mihai A. Petrovici
Learning efficient backprojections across cortical hierarchies in real time. Nat. Mac. Intell. 6 (6) (2024)
James B. Aimone, Omar Awile, Markus Diesmann, James C. Knight, Thomas Nowotny, Felix Schürmann
Editorial: Neuroscience, computing, performance, and benchmarks: Why it matters to neuroscience how fast we can compute. Frontiers Neuroinformatics 17 (2023)
James C. Knight, Thomas Nowotny
Easy and efficient spike-based Machine Learning with mlGeNN. NICE (2023)
Anindya Ghosh, Thomas Nowotny, James C. Knight
Insect-inspired Spatio-temporal Downsampling of Event-based Input. ICONS (2023)
Jason Yik, Soikat Hasan Ahmed, Zergham Ahmed, Brian Anderson, Andreas G. Andreou, Chiara Bartolozzi, Arindam Basu, Douwe den Blanken, Petrut Bogdan, Sander M. Bohté, Younes Bouhadjar, Sonia M. Buckley, Gert Cauwenberghs, Federico Corradi, Guido de Croon, Andreea Danielescu, Anurag Reddy Daram, Mike Davies, Yigit Demirag, Jason Eshraghian, Jeremy Forest, Steve B. Furber, Michael Furlong, Aditya Gilra, Giacomo Indiveri, Siddharth Joshi, Vedant Karia, Lyes Khacef, James C. Knight, Laura Kriener, Rajkumar Kubendran, Dhireesha Kudithipudi, Gregor Lenz, Rajit Manohar, Christian Mayr, Konstantinos P. Michmizos, Dylan R. Muir, Emre Neftci, Thomas Nowotny, Fabrizio Ottati, Ayça Özcelikkale, Noah Pacik-Nelson, Priyadarshini Panda, Pao-Sheng Sun, Melika Payvand, Christian Pehle, Mihai A. Petrovici, Christoph Posch, Alpha Renner, Yulia Sandamirskaya, Clemens JS Schaefer, André van Schaik, Johannes Schemmel, Catherine D. Schuman, Jae-sun Seo, Sumit Bam Shrestha, Manolis Sifalakis, Amos Sironi, Kenneth Stewart, Terrence C. Stewart, Philipp Stratmann, Guangzhi Tang, Jonathan Timcheck, Marian Verhelst, Craig M. Vineyard, Bernhard Vogginger, Amirreza Yousefzadeh, Biyan Zhou, Fatima Tuz Zohora, Charlotte Frenkel, Vijay Janapa Reddi
NeuroBench: Advancing Neuromorphic Computing through Collaborative, Fair and Representative Benchmarking. CoRR (2023)
Thomas Nowotny, James C. Knight
CORtEX 2022 Invited Speaker 1: The GeNN ecosystem for GPU accelerated spiking neural network simulations. IPDPS Workshops (2022)
Kevin Max, Laura Kriener, Garibaldi Pineda García, Thomas Nowotny, Walter Senn, Mihai A. Petrovici
Learning efficient backprojections across cortical hierarchies in real time. CoRR (2022)
Fabian Steinbeck, Thomas Nowotny, Andy Philippides, Paul Graham
Production of adaptive movement patterns via an insect inspired spiking neural network central pattern generator. Frontiers Comput. Neurosci. 16 (2022)
James C. Knight, Thomas Nowotny
Efficient GPU training of LSNNs using eProp. NICE (2022)
James Paul Turner, Jens Pedersen, Jörg Conradt, Thomas Nowotny
Event-based dataset for classification and pose estimation. NICE (2022)
James Paul Turner, James C. Knight, Ajay Subramanian, Thomas Nowotny
mlGeNN: accelerating SNN inference using GPU-enabled neural networks. Neuromorph. Comput. Eng. 2 (2) (2022)
Thomas Nowotny, James Paul Turner, James C. Knight
Loss shaping enhances exact gradient learning with EventProp in Spiking Neural Networks. CoRR (2022)
Phil Husbands, YoonSik Shim, Michael Garvie, Alex Dewar, Norbert Domcsek, Paul Graham, James C. Knight, Thomas Nowotny, Andrew Philippides
Recent advances in evolutionary and bio-inspired adaptive robotics: Exploiting embodied dynamics. Appl. Intell. 51 (9) (2021)
James C. Knight, Anton Komissarov, Thomas Nowotny
PyGeNN: A Python Library for GPU-Enhanced Neural Networks. Frontiers Neuroinformatics 15 (2021)
Thomas Nowotny, Sacha J. van Albada, Jean-Marc Fellous, Julie S. Haas, Renaud B. Jolivet, Christoph Metzner, Tatyana O. Sharpee
Editorial: Advances in Computational Neuroscience. Frontiers Comput. Neurosci. 15 (2021)
James Paul Turner, Thomas Nowotny
Arpra: An Arbitrary Precision Range Analysis Library. Frontiers Neuroinformatics 15 (2021)
Mario Pannunzi, Thomas Nowotny
Non-synaptic interactions between olfactory receptor neurons, a possible key feature of odor processing in flies. PLoS Comput. Biol. 17 (12) (2021)
James C. Knight, Thomas Nowotny
Larger GPU-accelerated brain simulations with procedural connectivity. Nat. Comput. Sci. 1 (2) (2021)
Fabian Steinbeck, Paul Graham, Thomas Nowotny, Andrew Philippides
Can Small Scale Search Behaviours Enhance Large-Scale Navigation? Living Machines (2020)
Alex Dewar, Paul Graham, Thomas Nowotny, Andrew Philippides
Exploring the robustness of insect-inspired visual navigation for flying robots. ALIFE (2020)
Efstathios Kagioulis, Andrew Philippides, Paul Graham, James C. Knight, Thomas Nowotny
Insect Inspired View Based Navigation Exploiting Temporal Information. Living Machines (2020)
Stefan Meyer, Thomas Nowotny, Paul Graham, Alex Dewar, Andrew Philippides
Snapshot Navigation in the Wavelet Domain. Living Machines (2020)
Alan Diamond, Michael Schmuker, Thomas Nowotny
An unsupervised neuromorphic clustering algorithm. Biol. Cybern. 113 (4) (2019)
James C. Knight, Daniil Sakhapov, Norbert Domcsek, Alex D. M. Dewar, Paul Graham, Thomas Nowotny, Andrew Philippides
Insect-Inspired Visual Navigation On-Board an Autonomous Robot: Real-World Routes Encoded in a Single Layer Network. ALIFE (2019)
Ho Ka Chan, Fabian Hersperger, Emiliano Marachlian, Brian H. Smith, Fernando Locatelli, Paul Szyszka, Thomas Nowotny
Odorant mixtures elicit less variable and faster responses than pure odorants. PLoS Comput. Biol. 14 (12) (2018)
Inga Blundell, Romain Brette, Thomas A. Cleland, Thomas G. Close, Daniel Coca, Andrew P. Davison, Sandra Diaz-Pier, Carlos Fernandez Musoles, Padraig Gleeson, Dan F. M. Goodman, Michael L. Hines, Michael W. Hopkins, Pramod S. Kumbhar, David R. Lester, Bóris Marin, Abigail Morrison, Eric Müller, Thomas Nowotny, Alexander Peyser, Dimitri Plotnikov, Paul Richmond, Andrew Rowley, Bernhard Rumpe, Marcel Stimberg, Alan B. Stokes, Adam R. Tomkins, Guido Trensch, Michael Marmaduke Woodman, Jochen Martin Eppler
Code Generation in Computational Neuroscience: A Review of Tools and Techniques. Frontiers Neuroinformatics 12 (2018)
Ho Ka Chan, Thomas Nowotny
A Biophysical Model of the Early Olfactory System of Honeybees. ICONIP (4) (2017)
Chelsea Sabo, Esin Yavuz, Alex Cope, Kevin Gumey, Eleni Vasilaki, Thomas Nowotny, James A. R. Marshall
An inexpensive flying robot design for embodied robotics research. IJCNN (2017)
Ho Ka Chan, Dong-Ping Yang, Changsong Zhou, Thomas Nowotny
Burst Firing Enhances Neural Output Correlation. Frontiers Comput. Neurosci. 10 (2016)
Esin Yavuz, Thomas Nowotny
Input-Modulation as an Alternative to Conventional Learning Strategies. ICANN (1) (2016)
Dávid Samu, Anil K. Seth, Thomas Nowotny
Influence of Wiring Cost on the Large-Scale Architecture of Human Cortical Connectivity. PLoS Comput. Biol. 10 (4) (2014)
Naresh Balaji, Esin Yavuz, Thomas Nowotny
Scalability and Optimization Strategies for GPU Enhanced Neural Networks (GeNN). CoRR (2014)
Thomas Nowotny
Two Challenges of Correct Validation in Pattern Recognition. Frontiers Robotics AI 1 (2014)
Thomas J. Lampoltshammer, Edison Pignaton de Freitas, Thomas Nowotny, Stefan Plank, João Paulo Carvalho Lustosa da Costa, Tony Larsson, Thomas Heistracher
Use of Local Intelligence to Reduce Energy Consumption of Wireless Sensor Nodes in Elderly Health Monitoring Systems. Sensors 14 (3) (2014)
Eduardo Serrano, Thomas Nowotny, Rafael Levi, Brian H. Smith, Ramón Huerta
Gain Control Network Conditions in Early Sensory Coding. PLoS Comput. Biol. 9 (7) (2013)
Alex Cope, Chelsea Sabo, Esin Yavuz, Kevin N. Gurney, James A. R. Marshall, Thomas Nowotny, Eleni Vasilaki
The Green Brain Project - Developing a Neuromimetic Robotic Honeybee. Living Machines (2013)
Thomas J. Lampoltshammer, Thomas Nowotny, Stefan Plank
ICT System Design & Implementation Using Wireless Sensors to Support Elderly In-home Assistance CoRR (2013)
Ramón Huerta, Shankar Vembu, José M. Amigó, Thomas Nowotny, Charles Elkan
Inhibition in Multiclass Classification. Neural Comput. 24 (9) (2012)
Thomas Nowotny, Ramón Huerta
On the equivalence of Hebbian learning and the SVM formalism. CISS (2012)
Thomas Nowotny
CUDA™. IJCNN (2010)
Ramón Huerta, Thomas Nowotny
Fast and Robust Learning by Reinforcement Signals: Explorations in the Insect Brain. Neural Comput. 21 (8) (2009)
Mehmet K. Muezzinoglu, Alexander Vergara, Ramón Huerta, Thomas Nowotny, Nikolai F. Rulkov, Henry D. I. Abarbanel, Allen I. Selverston, Mikhail I. Rabinovich
Artificial Olfactory Brain for Mixture Identification. NIPS (2008)
Thomas Nowotny, Attila Szücs, Rafael Levi, Allen I. Selverston
Models Wagging the Dog: Are Circuits Constructed with Disparate Parameters? Neural Comput. 19 (8) (2007)
Thomas Nowotny, Manfred Requardt
Emergent Properties in Structurally Dynamic Disordered Cellular Networks. J. Cell. Autom. 2 (4) (2007)
Thomas Nowotny, Ramón Huerta, Henry D. I. Abarbanel, Mikhail I. Rabinovich
Self-organization in the olfactory system: one shot odor recognition in insects. Biol. Cybern. 93 (6) (2005)
Ramón Huerta, Thomas Nowotny, Marta García-Sánchez, Henry D. I. Abarbanel, Mikhail I. Rabinovich
Learning Classification in the Olfactory System of Insects. Neural Comput. 16 (8) (2004)
Allen I. Selverston, Mikhail I. Rabinovich, Ramón Huerta, Thomas Nowotny, Rafael Levi, Yura Axshavsky, Alexander Volkovskii, Joseph Ayers, Reynaldo D. Pinto
Biomimetic Central Pattern Generators for Robotics and Prosthetics. ROBIO (2004)
Thomas Nowotny, Mikhail I. Rabinovich, Ramón Huerta, Henry D. I. Abarbanel
Decoding Temporal Information Through Slow Lateral Excitation in the Olfactory System of Insects. J. Comput. Neurosci. 15 (2) (2003)
Thomas Nowotny, Ramón Huerta
Explaining synchrony in feed-forward networks: . Biol. Cybern. 89 (4) (2003)
Thomas Nowotny, Ramón Huerta
Explaining synchrony in feed-forward networks (Erratum). Biol. Cybern. 89 (6) (2003)