activity
20132023
most citedMemory and information processing in neuromorphic systems

1.1k citations · 4.6k across the 68 of their papers we have counts for

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Showing 2022Show all

14 papers · 1 filter

eess.IV2022

FPGA Implementation of An Event-driven Saliency-based Selective Attention Model

Hajar Asgari, Nicoletta Risi, Giacomo Indiveri

Artificial vision systems of autonomous agents face very difficult challenges, as their vision sensors are required to transmit vast amounts of information to the processing stages…

eess.SP2022

An Adaptive Event-based Data Converter for Always-on Biomedical Applications at the Edge

Mohammadali Sharifshazileh, Giacomo Indiveri

Typical bio-signal processing front-ends are designed to maximize the quality of the recorded data, to allow faithful reproduction of the signal for monitoring and off-line process…

eess.SP2022

Neuromorphic implementation of ECG anomaly detection using delay chains

Stefan Gerber, Marc Steiner, Maryada +2

Real-time analysis and classification of bio-signals measured using wearable devices is computationally costly and requires dedicated low-power hardware. One promising approach is…

cs.NE2022

Spike-based local synaptic plasticity: A survey of computational models and neuromorphic circuits

Lyes Khacef, Philipp Klein, Matteo Cartiglia +3

Understanding how biological neural networks carry out learning using spike-based local plasticity mechanisms can lead to the development of powerful, energy-efficient, and adaptiv…

cs.RO2022★ 10 cited

Visual Odometry with Neuromorphic Resonator Networks

Alpha Renner, Lazar Supic, Andreea Danielescu +4

Visual Odometry (VO) is a method to estimate self-motion of a mobile robot using visual sensors. Unlike odometry based on integrating differential measurements that can accumulate…

cs.NE2022

Cortical-inspired placement and routing: minimizing the memory resources in multi-core neuromorphic processors

Vanessa R. C. Leite, Zhe Su, Adrian M. Whatley +1

Brain-inspired event-based neuromorphic processing systems have emerged as a promising technology in particular for bio-medical circuits and systems. However, both neuromorphic and…