Thomas Nowotny

79 papers B 2C 2Misc 1Journal 51Unranked 19

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Introduction to the Proceedings of the CNS*2025 Meeting. J. Comput. Neurosci. Shailesh Appukuttan, Julie S. Haas, Thomas Nowotny
2025	—	`conf`	A Complete Pipeline for deploying SNNs with Synaptic Delays on Loihi 2. ICONS Balazs Meszaros, James C. Knight, Jonathan Timcheck, Thomas Nowotny
2025	J	`jnl`	A Complete Pipeline for deploying SNNs with Synaptic Delays on Loihi 2. CoRR Balázs Mészáros, James C. Knight, Jonathan Timcheck, Thomas Nowotny
2025	J	`jnl`	A flexible framework for structural plasticity in GPU-accelerated sparse spiking neural networks. CoRR James C. Knight, Johanna Senk, Thomas Nowotny
2025	J	`jnl`	Bio-inspired event-based looming object detection for automotive collision avoidance. Neuromorph. Comput. Eng. Fabian Schubert, James C. Knight, Andrew Philippides, Thomas Nowotny
2025	J	`jnl`	Constructive community race: full-density spiking neural network model drives neuromorphic computing. CoRR Johanna Senk, Anno Christopher Kurth, Steve B. Furber, Tobias Gemmeke, Bruno Golosio, Arne Heittmann, James C. Knight, Eric Müller, Tobias Noll, Thomas Nowotny, Gorka Peraza Coppola, Luca Peres, Oliver Rhodes, Andrew Rowley, Johannes Schemmel, Tim Stadtmann, Tom Tetzlaff, Gianmarco Tiddia, Sacha J. van Albada, Jose Villamar, Markus Diesmann
2025	J	`jnl`	Efficient Event-based Delay Learning in Spiking Neural Networks. CoRR Balázs Mészáros, James C. Knight, Thomas Nowotny
2025	—	`conf`	Eventprop training for efficient neuromorphic applications. NICE Thomas Shoesmith, James C. Knight, Balazs Meszaros, Jonathan Timcheck, Thomas Nowotny
2025	J	`jnl`	Eventprop training for efficient neuromorphic applications. CoRR Thomas Shoesmith, James C. Knight, Balázs Mészáros, Jonathan Timcheck, Thomas Nowotny
2025	J	`jnl`	FeNN-DMA: A RISC-V SoC for SNN acceleration. CoRR Zainab Aizaz, James C. Knight, Thomas Nowotny
2025	—	`conf`	FeNN: A RISC-V vector processor for Spiking Neural Network acceleration. NICE Zainab Aizaz, James C. Knight, Thomas Nowotny
2025	J	`jnl`	FeNN: A RISC-V vector processor for Spiking Neural Network acceleration. CoRR Zainab Aizaz, James C. Knight, Thomas Nowotny
2025	J	`jnl`	Introduction to the proceedings of the CNS*2024 meeting. J. Comput. Neurosci. Shailesh Appukuttan, Julie S. Haas, Thomas Nowotny
2025	J	`jnl`	Investigating the Limits of Familiarity-Based Navigation. Artif. Life Amany Amin, Efstathios Kagioulis, Norbert Domcsek, Thomas Nowotny, Paul Graham, Andrew Philippides
2025	J	`jnl`	Loss shaping enhances exact gradient learning with Eventprop in spiking neural networks. Neuromorph. Comput. Eng. Thomas Nowotny, James Paul Turner, James C. Knight
2025	J	`jnl`	Space as Time Through Neuron Position Learning. CoRR Balázs Mészáros, James C. Knight, Danyal Akarca, Thomas Nowotny
2025	J	`jnl`	Understanding the mechanism of facilitation in hoverfly TSDNs. PLoS Comput. Biol. Anindya Ghosh, Sarah Nicholas, Karin Nordström, Thomas Nowotny, James C. Knight
2024	—	`conf`	Efficient Visual Navigation with Bio-inspired Route Learning Algorithms. SAB Efstathios Kagioulis, James C. Knight, Andrew Philippides, Anindya Ghosh, Amany Amin, Paul Graham, Thomas Nowotny
2024	J	`jnl`	Estimating orientation in natural scenes: A spiking neural network model of the insect central complex. PLoS Comput. Biol. Rachael Stentiford, James C. Knight, Thomas Nowotny, Andrew Philippides, Paul Graham
2024	—	`conf`	EvDownsampling: A Robust Method for Downsampling Event Camera Data. ECCV Workshops (24) Anindya Ghosh, Thomas Nowotny, James C. Knight
2024	J	`jnl`	Familiarity-taxis: A bilateral approach to view-based snapshot navigation. Adapt. Behav. Fabian Steinbeck, Efstathios Kagioulis, Alex Dewar, Andrew Philippides, Thomas Nowotny, Paul Graham
2024	J	`jnl`	Learning delays through gradients and structure: emergence of spatiotemporal patterns in spiking neural networks. Frontiers Comput. Neurosci. Balázs Mészáros, James C. Knight, Thomas Nowotny
2024	J	`jnl`	Learning efficient backprojections across cortical hierarchies in real time. Nat. Mac. Intell. Kevin Max, Laura Kriener, Garibaldi Pineda García, Thomas Nowotny, Ismael Jaras, Walter Senn, Mihai A. Petrovici
2024	J	`jnl`	Spatio-temporal Structure of Excitation and Inhibition Emerges in Spiking Neural Networks with and without Biologically Plausible Constraints. CoRR Balázs Mészáros, James C. Knight, Thomas Nowotny
2024	J	`jnl`	Spyx: A Library for Just-In-Time Compiled Optimization of Spiking Neural Networks. CoRR Kade M. Heckel, Thomas Nowotny
2023	—	`conf`	Easy and efficient spike-based Machine Learning with mlGeNN. NICE James C. Knight, Thomas Nowotny
2023	J	`jnl`	Editorial: Neuroscience, computing, performance, and benchmarks: Why it matters to neuroscience how fast we can compute. Frontiers Neuroinformatics James B. Aimone, Omar Awile, Markus Diesmann, James C. Knight, Thomas Nowotny, Felix Schürmann
2023	—	`conf`	Insect-inspired Spatio-temporal Downsampling of Event-based Input. ICONS Anindya Ghosh, Thomas Nowotny, James C. Knight
2023	—	`conf`	Learning Efficient Backprojections Across Cortical Hierarchies in Real Time. ICANN (1) Kevin Max, Laura Kriener, Garibaldi Pineda García, Thomas Nowotny, Walter Senn, Mihai A. Petrovici
2023	J	`jnl`	NeuroBench: Advancing Neuromorphic Computing through Collaborative, Fair and Representative Benchmarking. CoRR 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, P. 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 Michael 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
2022	—	`conf`	CORtEX 2022 Invited Speaker 1: The GeNN ecosystem for GPU accelerated spiking neural network simulations. IPDPS Workshops Thomas Nowotny, James C. Knight
2022	—	`conf`	Efficient GPU training of LSNNs using eProp. NICE James C. Knight, Thomas Nowotny
2022	—	`conf`	Event-based dataset for classification and pose estimation. NICE James Paul Turner, Jens Egholm Pedersen, Jörg Conradt, Thomas Nowotny
2022	J	`jnl`	Learning efficient backprojections across cortical hierarchies in real time. CoRR Kevin Max, Laura Kriener, Garibaldi Pineda García, Thomas Nowotny, Walter Senn, Mihai A. Petrovici
2022	J	`jnl`	Loss shaping enhances exact gradient learning with EventProp in Spiking Neural Networks. CoRR Thomas Nowotny, James Paul Turner, James C. Knight
2022	J	`jnl`	Production of adaptive movement patterns via an insect inspired spiking neural network central pattern generator. Frontiers Comput. Neurosci. Fabian Steinbeck, Thomas Nowotny, Andy Philippides, Paul Graham
2022	J	`jnl`	mlGeNN: accelerating SNN inference using GPU-enabled neural networks. Neuromorph. Comput. Eng. James Paul Turner, James C. Knight, Ajay Subramanian, Thomas Nowotny
2021	J	`jnl`	Arpra: An Arbitrary Precision Range Analysis Library. Frontiers Neuroinformatics James Paul Turner, Thomas Nowotny
2021	J	`jnl`	Editorial: Advances in Computational Neuroscience. Frontiers Comput. Neurosci. Thomas Nowotny, Sacha J. van Albada, Jean-Marc Fellous, Julie S. Haas, Renaud B. Jolivet, Christoph Metzner, Tatyana O. Sharpee
2021	J	`jnl`	Larger GPU-accelerated brain simulations with procedural connectivity. Nat. Comput. Sci. James C. Knight, Thomas Nowotny
2021	J	`jnl`	Non-synaptic interactions between olfactory receptor neurons, a possible key feature of odor processing in flies. PLoS Comput. Biol. Mario Pannunzi, Thomas Nowotny
2021	J	`jnl`	PyGeNN: A Python Library for GPU-Enhanced Neural Networks. Frontiers Neuroinformatics James C. Knight, Anton Komissarov, Thomas Nowotny
2021	J	`jnl`	Recent advances in evolutionary and bio-inspired adaptive robotics: Exploiting embodied dynamics. Appl. Intell. Phil Husbands, YoonSik Shim, Michael Garvie, Alex Dewar, Norbert Domcsek, Paul Graham, James C. Knight, Thomas Nowotny, Andrew Philippides
2020	—	`conf`	Can Small Scale Search Behaviours Enhance Large-Scale Navigation? Living Machines Fabian Steinbeck, Paul Graham, Thomas Nowotny, Andrew Philippides
2020	C	`conf`	Exploring the robustness of insect-inspired visual navigation for flying robots. ALIFE Alex Dewar, Paul Graham, Thomas Nowotny, Andrew Philippides
2020	—	`conf`	Insect Inspired View Based Navigation Exploiting Temporal Information. Living Machines Efstathios Kagioulis, Andrew Philippides, Paul Graham, James C. Knight, Thomas Nowotny
2020	—	`conf`	Snapshot Navigation in the Wavelet Domain. Living Machines Stefan Meyer, Thomas Nowotny, Paul Graham, Alex Dewar, Andrew Philippides
2019	J	`jnl`	An unsupervised neuromorphic clustering algorithm. Biol. Cybern. Alan Diamond, Michael Schmuker, Thomas Nowotny
2019	C	`conf`	Insect-Inspired Visual Navigation On-Board an Autonomous Robot: Real-World Routes Encoded in a Single Layer Network. ALIFE James C. Knight, Daniil Sakhapov, Norbert Domcsek, Alex D. M. Dewar, Paul Graham, Thomas Nowotny, Andrew Philippides
2018	J	`jnl`	Code Generation in Computational Neuroscience: A Review of Tools and Techniques. Frontiers Neuroinformatics 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
2018	J	`jnl`	Odorant mixtures elicit less variable and faster responses than pure odorants. PLoS Comput. Biol. Ho Ka Chan, Fabian Hersperger, Emiliano Marachlian, Brian H. Smith, Fernando Locatelli, Paul Szyszka, Thomas Nowotny
2017	—	`conf`	A Biophysical Model of the Early Olfactory System of Honeybees. ICONIP (4) Ho Ka Chan, Thomas Nowotny
2017	B	`conf`	An inexpensive flying robot design for embodied robotics research. IJCNN Chelsea Sabo, Esin Yavuz, Alex Cope, Kevin Gumey, Eleni Vasilaki, Thomas Nowotny, James A. R. Marshall
2016	J	`jnl`	Burst Firing Enhances Neural Output Correlation. Frontiers Comput. Neurosci. Ho Ka Chan, Dong-Ping Yang, Changsong Zhou, Thomas Nowotny
2016	—	`conf`	Input-Modulation as an Alternative to Conventional Learning Strategies. ICANN (1) Esin Yavuz, Thomas Nowotny
2014	—	`ch.`	Dynamic Clamp Technique. Encyclopedia of Computational Neuroscience Thomas Nowotny, Pablo Varona
2014	—	`ch.`	Gap Junctions in Small Networks. Encyclopedia of Computational Neuroscience Thomas Nowotny, Paul R. Benjamin
2014	J	`jnl`	Influence of Wiring Cost on the Large-Scale Architecture of Human Cortical Connectivity. PLoS Comput. Biol. Dávid Samu, Anil K. Seth, Thomas Nowotny
2014	—	`ch.`	Patch Clamp Technique. Encyclopedia of Computational Neuroscience Thomas Nowotny, Vincenzo Marra
2014	J	`jnl`	Scalability and Optimization Strategies for GPU Enhanced Neural Networks (GeNN). CoRR Naresh Balaji, Esin Yavuz, Thomas Nowotny
2014	J	`jnl`	Two Challenges of Correct Validation in Pattern Recognition. Frontiers Robotics AI Thomas Nowotny
2014	J	`jnl`	Use of Local Intelligence to Reduce Energy Consumption of Wireless Sensor Nodes in Elderly Health Monitoring Systems. Sensors Thomas J. Lampoltshammer, Edison Pignaton de Freitas, Thomas Nowotny, Stefan Plank, João Paulo Carvalho Lustosa da Costa, Tony Larsson, Thomas Heistracher
2014	—	`ch.`	Voltage-Clamp Technique. Encyclopedia of Computational Neuroscience Thomas Nowotny, Rafael Levi
2013	J	`jnl`	Gain Control Network Conditions in Early Sensory Coding. PLoS Comput. Biol. Eduardo Serrano, Thomas Nowotny, Rafael Levi, Brian H. Smith, Ramón Huerta
2013	J	`jnl`	ICT System Design & Implementation Using Wireless Sensors to Support Elderly In-home Assistance CoRR Thomas J. Lampoltshammer, Thomas Nowotny, Stefan Plank
2013	—	`conf`	The Green Brain Project - Developing a Neuromimetic Robotic Honeybee. Living Machines Alex Cope, Chelsea Sabo, Esin Yavuz, Kevin N. Gurney, James A. R. Marshall, Thomas Nowotny, Eleni Vasilaki
2012	J	`jnl`	Inhibition in Multiclass Classification. Neural Comput. Ramón Huerta, Shankar Vembu, José M. Amigó, Thomas Nowotny, Charles Elkan
2012	Misc	`conf`	On the equivalence of Hebbian learning and the SVM formalism. CISS Thomas Nowotny, Ramón Huerta
2010	B	`conf`	Parallel implementation of a spiking neuronal network model of unsupervised olfactory learning on NVidia IJCNN Thomas Nowotny
2009	J	`jnl`	Fast and Robust Learning by Reinforcement Signals: Explorations in the Insect Brain. Neural Comput. Ramón Huerta, Thomas Nowotny
2008	—	`conf`	Artificial Olfactory Brain for Mixture Identification. NIPS Mehmet K. Muezzinoglu, Alexander Vergara, Ramón Huerta, Thomas Nowotny, Nikolai F. Rulkov, Henry D. I. Abarbanel, Allen I. Selverston, Mikhail I. Rabinovich
2007	J	`jnl`	Emergent Properties in Structurally Dynamic Disordered Cellular Networks. J. Cell. Autom. Thomas Nowotny, Manfred Requardt
2007	J	`jnl`	Models Wagging the Dog: Are Circuits Constructed with Disparate Parameters? Neural Comput. Thomas Nowotny, Attila Szücs, Rafael Levi, Allen I. Selverston
2005	J	`jnl`	Self-organization in the olfactory system: one shot odor recognition in insects. Biol. Cybern. Thomas Nowotny, Ramón Huerta, Henry D. I. Abarbanel, Mikhail I. Rabinovich
2004	—	`conf`	Biomimetic Central Pattern Generators for Robotics and Prosthetics. ROBIO Allen I. Selverston, Mikhail I. Rabinovich, Ramón Huerta, Thomas Nowotny, Rafael Levi, Yura Axshavsky, Alexander Volkovskii, Joseph Ayers, Reynaldo D. Pinto
2004	J	`jnl`	Learning Classification in the Olfactory System of Insects. Neural Comput. Ramón Huerta, Thomas Nowotny, Marta García-Sánchez, Henry D. I. Abarbanel, Mikhail I. Rabinovich
2003	J	`jnl`	Decoding Temporal Information Through Slow Lateral Excitation in the Olfactory System of Insects. J. Comput. Neurosci. Thomas Nowotny, Mikhail I. Rabinovich, Ramón Huerta, Henry D. I. Abarbanel
2003	J	`jnl`	Explaining synchrony in feed-forward networks (Erratum). Biol. Cybern. Thomas Nowotny, Ramón Huerta
2003	J	`jnl`	Explaining synchrony in feed-forward networks: . Biol. Cybern. Thomas Nowotny, Ramón Huerta