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COMCHA Thematic Research Network
Node #13: University of Seville
Dpto. de Ciencias de la Computación e Inteligencia Artificial
Research Group onNatural Computing
1COMCHA meeting, March 7, 2019
Team members
• Part of these 2 groups:
2COMCHA meeting, March 7, 2019
• José Luis Guisado Lizar (EI, Prof. Titular de Univ.)
• Fernando Díaz del Río (Prof. Titular de Univ.)
• Alejandro Linares Barranco (Prof. Titular de Univ.)
• Miguel Ángel Martínez del Amor (Prof. Ayudante Doctor)
• Gabriel Jiménez Moreno (Catedrático de Univ.)
• Antonio Abad Civit Balcells (Catedrático de Univ.)
• Daniel Cagigas Muñiz (Prof. Contratado Doctor)
• Antonio Ríos (Prof. Sustituto Doctor)
• Jesús María Rodríguez Leal (Profesor Asociado)
• David Orellana Martín (PhD Student)
• Daniel Hugo Cámpora Pérez (PhD Student)
Dpto. de Ciencias de la Computación e Inteligencia Artificial
• Computation using bio-inspired models, applied to modelling and simulation of complex systems:
• Cellular Automata:• Laser dynamics, traffic flow
• Membrane Computing (P-Systems):• Population dynamics in ecosystems (zebra
mussel, panda bear, bearded vulture, fault diagnosis in industrial systems)
• Parallel Genetic algorithms:
• Gene Regulatory Networks
• Parallel implementation:• Clusters with message passing
• GPU
• Multrithreading
• Desktop GRID (BOINC)
COMCHA meeting, March 7, 2019 3
Natural Computing in parallel
• Neuromorphic Systems (computation based on spikes) for:
• Vision, audio, sensors processing, motor control for robots…
• Deep Learning and Spiking Neural Networks.
• Computation: FPGAs, Many-core (SpiNNaker), SoC (FPGA+ARM).
• Hardware design, PCB development, VHDL for FPGA circuits, Embedded Systems firmware & drivers development. MATLAB interfaces.
COMCHA meeting, March 7, 2019 4
Neuromorphic Computing: Spike-based processing
Silicon Retina FPGA
Audio signal Cocheogram Sonogram
• Topological data analysis:
• Fast parallel computation of data properties:
• RAG (region adjacency graph)
• Tree of shapes
• Matching of Feature points (stereo vision)
• Parallel architectures: GPUs, SIMD kernels, multithreaded
• Topologic data shapes: Big Data analysis and higher dimensions: R3,R3+t,Rn.
• Applications using embedded systems and Real Time Architectures:
• Wireless Sensors Networks
• Recycling Waste Education project
• Vertical Traffic management for Elevators
• Photovoltaic illumination control
• Warehouse automation and robotics
COMCHA meeting, March 7, 2019 5
Topological Data Analysis -Embedded Systems - Real Time Architectures
Dummy BG sink
258:{62, 54}
49:{54, 82}
165:{14, 4} 200:{24, 9} 226:{48, 37}
77:{18, 10} 179:{18, 10}
92:{10, 2} 194:{10, 2}