250 citations · 564 across the 20 of their papers we have counts for
21 papers
Optimal Horoball Packing Densities for Koszul-type tilings in Hyperbolic -space
Robert T. Kozma, Jenő Szirmai
We determine the optimal horoball packing densities for Koszul-type Coxeter simplex tilings in hyperbolic -space. Using a parametrization of horoballs by the Busemann function a…
Central Limit Theorem for Cocycles over Hyperbolic Systems
Alex Furman, Robert Thijs Kozma
We prove a Central Limit Theorem (CLT) in the non-commutative setting of random matrix products where the underlying process is driven by a subshift of finite type (SFT) with Marko…
Strategy and Benchmark for Converting Deep Q-Networks to Event-Driven Spiking Neural Networks
Weihao Tan, Devdhar Patel, Robert Kozma
Spiking neural networks (SNNs) have great potential for energy-efficient implementation of Deep Neural Networks (DNNs) on dedicated neuromorphic hardware. Recent studies demonstrat…
Reinforcement Learning with Feedback-modulated TD-STDP
Stephen Chung, Robert Kozma
Spiking neuron networks have been used successfully to solve simple reinforcement learning tasks with continuous action set applying learning rules based on spike-timing-dependent…
Reinforcement learning with a network of spiking agents
Sneha Aenugu, Abhishek Sharma, Sasikiran Yelamarthi +3
Neuroscientific theory suggests that dopaminergic neurons broadcast global reward prediction errors to large areas of the brain influencing the synaptic plasticity of the neurons i…
Minibatch Processing in Spiking Neural Networks
Daniel J. Saunders, Cooper Sigrist, Kenneth Chaney +2
Spiking neural networks (SNNs) are a promising candidate for biologically-inspired and energy efficient computation. However, their simulation is notoriously time consuming, and ma…