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Ponencia
Spike-based building blocks for performing logic operations using Spiking Neural Networks on SpiNNaker
(IEEE Computer Society, 2022)
One of the most interesting and still growing sci entific fields is neuromorphic engineering, which is focused on studying and designing hardware and software with the purpose of mimicking the basic principles of biological ...
Artículo
Interfacing PDM MEMS Microphones with PFM Spiking Systems: Application for Neuromorphic Auditory Sensors
(Springer, 2022)
Neuromorphic computation processes sensors output in the spiking domain, which presents constraints in many cases when converting information to spikes, loosing, as example, temporal accuracy. This paper presents a spike-based ...
Artículo
OpenNAS: Open Source Neuromorphic Auditory Sensor HDL code generator for FPGA implementations
(Elsevier, 2021)
OpenNAS is an open-source tool for automatically generating the source files to create a Neuromorphic Auditory Sensor (NAS) VHDL project for FPGA. OpenNAS guides the user with a friendly interface that allows configuring ...
Ponencia
Spike-based computational models of bio-inspired memories in the hippocampal CA3 region on SpiNNaker
(IEEE Computer Society, 2022)
The human brain is the most powerful and efficient machine in existence today, surpassing in many ways the ca pabilities of modern computers. Currently, lines of research in neuromorphic engineering are trying to develop ...
Artículo
Event-Based Gesture Recognition through a Hierarchy of Time-Surfaces for FPGA
(MDPI, 2020-06)
Neuromorphic vision sensors detect changes in luminosity taking inspiration from mammalian retina and providing a stream of events with high temporal resolution, also known as Dynamic Vision Sensors (DVS). This continuous ...
Artículo
Bioinspired Spike-Based Hippocampus and Posterior Parietal Cortex Models for Robot Navigation and Environment Pseudomapping
(John Wiley and Sons Inc, 2023)
The brain has great capacity for computation and efficient resolution of complex problems, far surpassing modern computers. Neuromorphic engineering seeks to mimic the basic principles of the brain to develop systems capable ...