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ORCIDDylan R. Muir
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2020 – today
- 2024
[j8]Ruixin Li, Guoxu Zhao, Dylan Richard Muir, Yuya Ling, Karla Burelo, Mina Khoe, Dong Wang, Yannan Xing, Ning Qiao:
Real-time sub-milliwatt epilepsy detection implemented on a spiking neural network edge inference processor. Comput. Biol. Medicine 183: 109225 (2024)- [j7]Ugurcan Çakal
, Maryada, Chenxi Wu, Ilkay Ulusoy, Dylan Richard Muir:
Gradient-descent hardware-aware training and deployment for mixed-signal neuromorphic processors. Neuromorph. Comput. Eng. 4(1): 14011 (2024) - [i11]Saeid Haghighatshoar, Dylan R. Muir:
Low-power SNN-based audio source localisation using a Hilbert Transform spike encoding scheme. CoRR abs/2402.11748 (2024) - [i10]Hannah Bos, Dylan R. Muir:
Micro-power spoken keyword spotting on Xylo Audio 2. CoRR abs/2406.15112 (2024) - 2023
- [i9]Ugurcan Çakal, Ilkay Ulusoy, Dylan R. Muir:
Training and Deploying Spiking NN Applications to the Mixed-Signal Neuromorphic Chip Dynap-SE2 with Rockpool. CoRR abs/2303.12167 (2023) - [i8]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:
NeuroBench: Advancing Neuromorphic Computing through Collaborative, Fair and Representative Benchmarking. CoRR abs/2304.04640 (2023) - [i7]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:
Neuromorphic Intermediate Representation: A Unified Instruction Set for Interoperable Brain-Inspired Computing. CoRR abs/2311.14641 (2023) - 2022
- [c2]Julian Büchel, Fynn Firouz Faber, Dylan Richard Muir:
Network Insensitivity to Parameter Noise via Parameter Attack During Training. ICLR 2022 - [i6]Hannah Bos, Dylan R. Muir:
Sub-mW Neuromorphic SNN audio processing applications with Rockpool and Xylo. CoRR abs/2208.12991 (2022) - 2021
- [i5]Julian Büchel, Dmitrii Zendrikov, Sergio M. G. Solinas, Giacomo Indiveri, Dylan R. Muir:
Supervised training of spiking neural networks for robust deployment on mixed-signal neuromorphic processors. CoRR abs/2102.06408 (2021) - [i4]Julian Büchel, Fynn Faber, Dylan R. Muir:
Network insensitivity to parameter noise via adversarial regularization. CoRR abs/2106.05009 (2021)
2010 – 2019
- 2019
- [j6]Felix Christian Bauer, Dylan Richard Muir, Giacomo Indiveri:
Real-Time Ultra-Low Power ECG Anomaly Detection Using an Event-Driven Neuromorphic Processor. IEEE Trans. Biomed. Circuits Syst. 13(6): 1575-1582 (2019) - [i3]Felix Christian Bauer, Dylan Richard Muir, Giacomo Indiveri:
Real-time ultra-low power ECG anomaly detection using an event-driven neuromorphic processor. CoRR abs/1911.05521 (2019) - 2018
- [j5]Dylan R. Muir:
Feedforward Approximations to Dynamic Recurrent Network Architectures. Neural Comput. 30(2) (2018) - 2017
- [j4]Dylan R. Muir, Patricia Molina-Luna, Morgane M. Roth, Fritjof Helmchen, Björn Kampa:
Specific excitatory connectivity for feature integration in mouse primary visual cortex. PLoS Comput. Biol. 13(12) (2017) - [i2]Dylan Richard Muir:
Feed-forward approximations to dynamic recurrent network architectures. CoRR abs/1704.06645 (2017) - 2016
- [i1]Hongzhi You, Giacomo Indiveri, Dylan Richard Muir:
Surround suppression explained by long-range recruitment of local competition, in a columnar V1 model. CoRR abs/1611.00945 (2016) - 2014
- [j3]Dylan Richard Muir, Björn Kampa:
FocusStack and StimServer: A new open source MATLAB toolchain for visual stimulation and analysis of two-photon calcium neuronal imaging data. Frontiers Neuroinformatics 8: 85 (2014) - [j2]Dylan R. Muir, Matthew Cook:
Anatomical Constraints on Lateral Competition in Columnar Cortical Architectures. Neural Comput. 26(8): 1624-1666 (2014) - [j1]Roman Bauer, Frédéric Zubler, Sabina S. Pfister, Andreas Hauri, Michael Pfeiffer, Dylan R. Muir, Rodney J. Douglas:
Developmental Self-Construction and -Configuration of Functional Neocortical Neuronal Networks. PLoS Comput. Biol. 10(12) (2014)
2000 – 2009
- 2005
- [c1]Dylan R. Muir, Giacomo Indiveri, Rodney J. Douglas:
Form specifies function: robust spike-based computation in analog VLSI without precise synaptic weights. ISCAS (5) 2005: 5150-5153
Coauthor Index
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