Dylan R. Muir

According to our database, Dylan R. Muir authored at least 20 papers between 2005 and 2024.

Collaborative distances:

• Dijkstra number of three.
• Erdős number of four.

2024

Gradient-descent hardware-aware training and deployment for mixed-signal neuromorphic processors.

Ugurcan Çakal, Maryada, Chenxi Wu, Ilkay Ulusoy, Dylan Richard Muir

Neuromorph. Comput. Eng., March, 2024

Micro-power spoken keyword spotting on Xylo Audio 2.

Hannah Bos, Dylan R. Muir

CoRR, 2024

Low-power SNN-based audio source localisation using a Hilbert Transform spike encoding scheme.

Saeid Haghighatshoar, Dylan R. Muir

CoRR, 2024

Real-time sub-milliwatt epilepsy detection implemented on a spiking neural network edge inference processor.

Ruixin Li, Guoxu Zhao, Dylan Richard Muir, Yuya Ling, Karla Burelo, Mina Khoe, Dong Wang, Yannan Xing, Ning Qiao

Comput. Biol. Medicine, 2024

2023

Neuromorphic Intermediate Representation: A Unified Instruction Set for Interoperable Brain-Inspired Computing.

Jens E. Pedersen, Steven Abreu, Matthias Jobst, Gregor Lenz, Vittorio Fra, Felix Christian Bauer, Dylan R. Muir, Peng Zhou, Bernhard Vogginger, Kade Heckel, Gianvito Urgese, Sadasivan Shankar, Terrence C. Stewart, Jason K. Eshraghian, Sadique Sheik

CoRR, 2023

NeuroBench: Advancing Neuromorphic Computing through Collaborative, Fair and Representative Benchmarking.

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 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

CoRR, 2023

Training and Deploying Spiking NN Applications to the Mixed-Signal Neuromorphic Chip Dynap-SE2 with Rockpool.

Ugurcan Çakal, Ilkay Ulusoy, Dylan R. Muir

CoRR, 2023

2022

Sub-mW Neuromorphic SNN audio processing applications with Rockpool and Xylo.

Hannah Bos, Dylan R. Muir

CoRR, 2022

Network Insensitivity to Parameter Noise via Parameter Attack During Training.

Julian Büchel, Fynn Firouz Faber, Dylan Richard Muir

Proceedings of the Tenth International Conference on Learning Representations, 2022

2021

Network insensitivity to parameter noise via adversarial regularization.

Julian Büchel, Fynn Faber, Dylan R. Muir

CoRR, 2021

Supervised training of spiking neural networks for robust deployment on mixed-signal neuromorphic processors.

Julian Büchel, Dmitrii Zendrikov, Sergio M. G. Solinas, Giacomo Indiveri, Dylan R. Muir

CoRR, 2021

2019

Real-Time Ultra-Low Power ECG Anomaly Detection Using an Event-Driven Neuromorphic Processor.

Felix Christian Bauer, Dylan Richard Muir, Giacomo Indiveri

IEEE Trans. Biomed. Circuits Syst., 2019

2018

Feedforward Approximations to Dynamic Recurrent Network Architectures.

Dylan R. Muir

Neural Comput., 2018

2017

Specific excitatory connectivity for feature integration in mouse primary visual cortex.

Dylan R. Muir, Patricia Molina-Luna, Morgane M. Roth, Fritjof Helmchen, Björn Kampa

PLoS Comput. Biol., 2017

Feed-forward approximations to dynamic recurrent network architectures.

Dylan Richard Muir

CoRR, 2017

2016

Surround suppression explained by long-range recruitment of local competition, in a columnar V1 model.

Hongzhi You, Giacomo Indiveri, Dylan Richard Muir

CoRR, 2016

2014

Developmental Self-Construction and -Configuration of Functional Neocortical Neuronal Networks.

Roman Bauer, Frédéric Zubler, Sabina S. Pfister, Andreas Hauri, Michael Pfeiffer, Dylan R. Muir, Rodney J. Douglas

PLoS Comput. Biol., 2014

Anatomical Constraints on Lateral Competition in Columnar Cortical Architectures.

Dylan R. Muir, Matthew Cook

Neural Comput., 2014

FocusStack and StimServer: A new open source MATLAB toolchain for visual stimulation and analysis of two-photon calcium neuronal imaging data.

Dylan Richard Muir, Björn Kampa

Frontiers Neuroinformatics, 2014

2005

Form specifies function: robust spike-based computation in analog VLSI without precise synaptic weights.

Dylan R. Muir, Giacomo Indiveri, Rodney J. Douglas

Proceedings of the International Symposium on Circuits and Systems (ISCAS 2005), 2005