Digital multiplier-less spiking neural network architecture of reinforcement learning in a context-dependent task

H Asgari, BMN Maybodi, R Kreiser… - IEEE Journal on …, 2020 - ieeexplore.ieee.org
Neuromorphic engineers develop event-based spiking neural networks (SNNs) in hardware.
These SNNs closer resemble the dynamics of biological neurons than conventional artificial …

A biologically inspired sound localisation system using a silicon cochlea pair

Y Xu, S Afshar, R Wang, G Cohen, C Singh Thakur… - Applied Sciences, 2021 - mdpi.com
We present a biologically inspired sound localisation system for reverberant environments
using the Cascade of Asymmetric Resonators with Fast-Acting Compression (CAR-FAC) …

Multiplierless in-filter computing for tinyML platforms

AR Nair, PK Nath, S Chakrabartty… - 2024 37th International …, 2024 - ieeexplore.ieee.org
Wildlife conservation using continuous monitoring of environmental factors and biomedical
classification, which generate a vast amount of sensor data, is a challenge due to limited …

CAR-lite: A multi-rate cochlear model on FPGA for spike-based sound encoding

RK Singh, Y Xu, R Wang, TJ Hamilton… - … on Circuits and …, 2018 - ieeexplore.ieee.org
Filters in cochlear models use different coefficients to break sound into a 2-D time-frequency
representation. On digital hardware with a single sampling rate, the number of bits required …

Eidos: an open-source auditory periphery modeling toolkit and evaluation of cross-lingual phonemic contrasts

A Gutkin - Proceedings of the 1st Joint Workshop on Spoken …, 2020 - aclanthology.org
Many analytical models that mimic, in varying degree of detail, the basic auditory processes
involved in human hearing have been developed over the past decades. While the auditory …

[PDF][PDF] A new FPGA-based DSP System for Professional Audio Applications

C Epe, BM Riess - agstuworld.se
This paper presents a new field-programmable gate array (FPGA) based digital audio signal
processing system. In spite of its small size, it achieves a performance that up to now has …