3 citations · 7 across the 5 of their papers we have counts for
5 papers
Efficient multi-scale representation of visual objects using a biologically plausible spike-latency code and winner-take-all inhibition
Melani Sanchez-Garcia, Tushar Chauhan, Benoit R. Cottereau +1
Deep neural networks have surpassed human performance in key visual challenges such as object recognition, but require a large amount of energy, computation, and memory. In contras…
Efficient visual object representation using a biologically plausible spike-latency code and winner-take-all inhibition
Melani Sanchez-Garcia, Tushar Chauhan, Benoit R. Cottereau +1
Deep neural networks have surpassed human performance in key visual challenges such as object recognition, but require a large amount of energy, computation, and memory. In contras…
Assessing visual acuity in visual prostheses through a virtual-reality system
Melani Sanchez-Garcia, Roberto Morollon-Ruiz, Ruben Martinez-Cantin +2
Current visual implants still provide very low resolution and limited field of view, thus limiting visual acuity in implanted patients. Developments of new strategies of artificial…
Augmented reality navigation system for visual prosthesis
Melani Sanchez-Garcia, Alejandro Perez-Yus, Ruben Martinez-Cantin +1
The visual functions of visual prostheses such as field of view, resolution and dynamic range, seriously restrict the person's ability to navigate in unknown environments. Implante…
Semantic and structural image segmentation for prosthetic vision
Melani Sanchez-Garcia, Ruben Martinez-Cantin, Jose J. Guerrero
Prosthetic vision is being applied to partially recover the retinal stimulation of visually impaired people. However, the phosphenic images produced by the implants have very limit…