Dense Hebbian neural networks: A replica symmetric picture of supervised learning
Elena Agliari, Linda Albanese, Francesco Alemanno, Andrea Alessandrelli, Adriano Barra, Fosca Giannotti, Daniele Lotito, Dino Pedreschi
Topics & Concepts
MNIST databaseHebbian theoryComputer scienceArtificial neural networkContent-addressable memoryInterpolation (computer graphics)Limit (mathematics)Artificial intelligenceMonte Carlo methodBoltzmann machineGaussianReplicaStatistical mechanicsHyperparameterMachine learningAlgorithmStatistical physicsMathematicsPhysicsVisual artsMathematical analysisArtStatisticsQuantum mechanicsMotion (physics)Neural Networks and ApplicationsModel Reduction and Neural NetworksAdvanced Neural Network Applications