298 citations · 692 across the 17 of their papers we have counts for
3 papers · 1 filter
Stochastic Interpretation of Quasi-periodic Event-based Systems
Hesham Mostafa, Giacomo Indiveri
Many networks used in machine learning and as models of biological neural networks make use of stochastic neurons or neuron-like units. We show that stochastic artificial neurons c…
An event-based architecture for solving constraint satisfaction problems
Hesham Mostafa, Lorenz K. Müller, Giacomo Indiveri
Constraint satisfaction problems (CSPs) are typically solved using conventional von Neumann computing architectures. However, these architectures do not reflect the distributed nat…
Rhythmic inhibition allows neural networks to search for maximally consistent states
Hesham Mostafa, Lorenz K. Muller, Giacomo Indiveri
Gamma-band rhythmic inhibition is a ubiquitous phenomenon in neural circuits yet its computational role still remains elusive. We show that a model of Gamma-band rhythmic inhibitio…