70 citations · 84 across the 7 of their papers we have counts for
12 papers
NeuroAI and Beyond: Bridging Between Advances in Neuroscience and ArtificialIntelligence
Anthony Zador, Jean-Marc Fellous, Terrence Sejnowski +28
Neuroscience and Artificial Intelligence (AI) have made impressive progress in recent years but remain only loosely interconnected. Based on a workshop convened by the National Sci…
What does it mean to represent? Mental representations as falsifiable memory patterns
Eloy Parra-Barrero, Yulia Sandamirskaya
Representation is a key notion in neuroscience and artificial intelligence (AI). However, a longstanding philosophical debate highlights that specifying what counts as representati…
Event-driven Vision and Control for UAVs on a Neuromorphic Chip
Antonio Vitale, Alpha Renner, Celine Nauer +2
Event-based vision sensors achieve up to three orders of magnitude better speed vs. power consumption trade off in high-speed control of UAVs compared to conventional image sensors…
Visual Pattern Recognition with on On-chip Learning: towards a Fully Neuromorphic Approach
Sandro Baumgartner, Alpha Renner, Raphaela Kreiser +3
We present a spiking neural network (SNN) for visual pattern recognition with on-chip learning on neuromorphichardware. We show how this network can learn simple visual patterns co…
A Real-Time Retinomorphic Simulator Using a Conductance-Based Discrete Neuronal Network
Jason K. Eshraghian, Seungbum Baek, Wesley Thio +3
We present an optimized conductance-based retina microcircuit simulator which transforms light stimuli into a series of graded and spiking action potentials through photo transduct…
Numerical and experimental realization of analytical SLAM
Jozef Bucko, Yulia Sandamirskaya, Jean-Jacques Slotine
Analytical approach to SLAM problem was introduced in the recent years. In our work we investigate the method numerically with the motivation of using the algorithm in a real hardw…