Mike Davies

Orcid: 0000-0003-2173-7063

According to our database1, Mike Davies authored at least 35 papers between 1995 and 2024.

Collaborative distances:


IEEE Fellow

IEEE Fellow 2015, "For contributions to sparse representations in signal processing and compressed sensing".



In proceedings 
PhD thesis 


On csauthors.net:


Equivariant Imaging for Self-supervised Hyperspectral Image Inpainting.
CoRR, 2024

Perspective-Equivariant Imaging: an Unsupervised Framework for Multispectral Pansharpening.
CoRR, 2024

The Intel neuromorphic DNS challenge.
Neuromorph. Comput. Eng., September, 2023

Efficient Video and Audio processing with Loihi 2.
CoRR, 2023

NeuroBench: Advancing Neuromorphic Computing through Collaborative, Fair and Representative Benchmarking.
CoRR, 2023

Efficient Neuromorphic Signal Processing with Resonator Neurons.
J. Signal Process. Syst., 2022

Vector Symbolic Architectures as a Computing Framework for Emerging Hardware.
Proc. IEEE, 2022

An Inquiry into Model Validity When Addressing Complex Sustainability Challenges.
Complex., 2022

Iam hiQ - a novel pair of accuracy indices for imputed genotypes.
BMC Bioinform., 2022

Advancing Neuromorphic Computing With Loihi: A Survey of Results and Outlook.
Proc. IEEE, 2021

Vector Symbolic Architectures as a Computing Framework for Nanoscale Hardware.
CoRR, 2021

Lessons from Loihi: Progress in Neuromorphic Computing.
Proceedings of the 2021 Symposium on VLSI Circuits, Kyoto, Japan, June 13-19, 2021, 2021

Efficient Neuromorphic Signal Processing with Loihi 2.
Proceedings of the IEEE Workshop on Signal Processing Systems, 2021

Neuromorphic Nearest Neighbor Search Using Intel's Pohoiki Springs.
Proceedings of the NICE '20: Neuro-inspired Computational Elements Workshop, 2020

Learning Algorithms and Signal Processing for Brain-Inspired Computing [From the Guest Editors].
IEEE Signal Process. Mag., 2019

Benchmarks for progress in neuromorphic computing.
Nat. Mach. Intell., 2019

Some limitations of norm based generalization bounds in deep neural networks.
CoRR, 2019

Progress in Neuromorphic Computing : Drawing Inspiration from Nature for Gains in AI and Computing.
Proceedings of the International Symposium on VLSI Design, Automation and Test, 2019

Loihi: A Neuromorphic Manycore Processor with On-Chip Learning.
IEEE Micro, 2018

Programming Spiking Neural Networks on Intel's Loihi.
Computer, 2018

Mapping spiking neural networks onto a manycore neuromorphic architecture.
Proceedings of the 39th ACM SIGPLAN Conference on Programming Language Design and Implementation, 2018

Fusion of EEG and fMRI via Soft Coupled Tensor Decompositions.
Proceedings of the 26th European Signal Processing Conference, 2018

Loihi Asynchronous Neuromorphic Research Chip.
Proceedings of the 24th IEEE International Symposium on Asynchronous Circuits and Systems, 2018

Sparse Coding by Spiking Neural Networks: Convergence Theory and Computational Results.
CoRR, 2017

A 72-Port 10G Ethernet Switch/Router Using Quasi-Delay-Insensitive Asynchronous Design.
Proceedings of the 20th IEEE International Symposium on Asynchronous Circuits and Systems, 2014

One billion packet per second frame processing pipeline.
Proceedings of the 2011 IEEE Hot Chips 23 Symposium (HCS), 2011

Coding-Assisted Blind MIMO Separation and Decoding.
IEEE Trans. Veh. Technol., 2010

Coding assisted blind MIMO equalization and decoding.
Proceedings of the 17th European Signal Processing Conference, 2009

Filler models for Automatic Speech Recognition created from Hidden Markov Models using the K-Means algorithm.
Proceedings of the 17th European Signal Processing Conference, 2009

On the Efficiency of Embedding Information Within Scalar Quantizers.
IEEE Trans. Inf. Theory, 2008

Slack Matching Asynchronous Designs.
Proceedings of the 12th IEEE International Symposium on Asynchronous Circuits and Systems (ASYNC 2006), 2006

Approximating optical flow within the MPEG-2 compressed domain.
IEEE Trans. Circuits Syst. Video Technol., 2005

Segmentation of moving pedestrians within the compressed domain.
Proceedings of the 2004 IEEE International Conference on Acoustics, 2004

Identifiability, Subspace Selection and Noisy ICA.
Proceedings of the Independent Component Analysis and Blind Signal Separation, 2004

End-user evaluation procedures associated with the interactive F-111C Pave Tack Simulation (FPTS).
Simul. Pract. Theory, 1995