464 citations · 495 across the 9 of their papers we have counts for
15 papers
Towards Deployable Underwater Vessel Classification
Abishek Soti, Thura Pyae Sone, Naqib Ibnul +4
We propose a compact underwater acoustic classification framework combining multi-representation feature engineering, temporal statistical pooling, and compact convolutional archit…
Bio-inspired efficient cyclostationary analysis in machine and underwater acoustic recordings
Thura Pyae Sone, Abishek Soti, Henry Zhong +3
We propose a bio-inspired approach that uses the inner-hair-cell (IHC) response of the Cascade of Asymmetric Resonators with Fast-Acting Compression (CARFAC) model to efficiently e…
Real-time CARFAC Cochlea Model Acceleration on FPGA for Underwater Acoustic Sensing Systems
Bram Bremer, Matthew Bigelow, Stuart Anstee +3
This paper presents a real-time, energy-efficient embedded system implementing an array of Cascade of Asymmetric Resonators with Fast-Acting Compression (CARFAC) cochlea models for…
Density Invariant Contrast Maximization for Neuromorphic Earth Observations
Sami Arja, Alexandre Marcireau, Richard L. Balthazor +3
Contrast maximization (CMax) techniques are widely used in event-based vision systems to estimate the motion parameters of the camera and generate high-contrast images. However, th…
Astrometric Calibration and Source Characterisation of the Latest Generation Neuromorphic Event-based Cameras for Space Imaging
Nicholas Owen Ralph, Alexandre Marcireau, Saeed Afshar +3
As an emerging approach to space situational awareness and space imaging, the practical use of an event-based camera in space imaging for precise source analysis is still in its in…
An optimised deep spiking neural network architecture without gradients
Yeshwanth Bethi, Ying Xu, Gregory Cohen +2
We present an end-to-end trainable modular event-driven neural architecture that uses local synaptic and threshold adaptation rules to perform transformations between arbitrary spa…