12 citations · 33 across the 8 of their papers we have counts for
6 papers · 1 filter
Towards spiking analog hardware implementation of a trajectory interpolation mechanism for smooth closed-loop control of a spiking robot arm
Daniel Casanueva-Morato, Chenxi Wu, Giacomo Indiveri +2
Neuromorphic engineering aims to incorporate the computational principles found in animal brains, into modern technological systems. Following this approach, in this work we propos…
Bio-inspired computational memory model of the Hippocampus: an approach to a neuromorphic spike-based Content-Addressable Memory
Daniel Casanueva-Morato, Alvaro Ayuso-Martinez, Juan P. Dominguez-Morales +2
The brain has computational capabilities that surpass those of modern systems, being able to solve complex problems efficiently in a simple way. Neuromorphic engineering aims to mi…
A bio-inspired implementation of a sparse-learning spike-based hippocampus memory model
Daniel Casanueva-Morato, Alvaro Ayuso-Martinez, Juan P. Dominguez-Morales +2
The nervous system, more specifically, the brain, is capable of solving complex problems simply and efficiently, far surpassing modern computers. In this regard, neuromorphic engin…
Construction of a spike-based memory using neural-like logic gates based on Spiking Neural Networks on SpiNNaker
Alvaro Ayuso-Martinez, Daniel Casanueva-Morato, Juan P. Dominguez-Morales +2
Neuromorphic engineering concentrates the efforts of a large number of researchers due to its great potential as a field of research, in a search for the exploitation of the advant…
Spike-based computational models of bio-inspired memories in the hippocampal CA3 region on SpiNNaker
Daniel Casanueva-Morato, Alvaro Ayuso-Martinez, Juan P. Dominguez-Morales +2
The human brain is the most powerful and efficient machine in existence today, surpassing in many ways the capabilities of modern computers. Currently, lines of research in neuromo…
Spike-based building blocks for performing logic operations using Spiking Neural Networks on SpiNNaker
Alvaro Ayuso-Martinez, Daniel Casanueva-Morato, Juan P. Dominguez-Morales +2
One of the most interesting and still growing scientific fields is neuromorphic engineering, which is focused on studying and designing hardware and software with the purpose of mi…