Zobrazeno 1 - 10
of 496
pro vyhledávání: '"Kozma, Robert"'
Autor:
Kozma, Robert T., Szirmai, Jenő
We determine the optimal horoball packing densities for the Koszul-type Coxeter simplex tilings in $\mathbb{H}^3$. We give a family of horoball packings parameterized by the Busemann function and symmetry group that achieve the simplicial packing den
Externí odkaz:
http://arxiv.org/abs/2205.03945
Autor:
Furman, Alex, Kozma, Robert Thijs
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 Markov measure. We use the martingale method introduced by Y. Benoist and J
Externí odkaz:
http://arxiv.org/abs/2106.15564
Spiking neural networks (SNNs) have great potential for energy-efficient implementation of Deep Neural Networks (DNNs) on dedicated neuromorphic hardware. Recent studies demonstrated competitive performance of SNNs compared with DNNs on image classif
Externí odkaz:
http://arxiv.org/abs/2009.14456
Autor:
Chung, Stephen, Kozma, Robert
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 plasticity (STDP). However, most of these models cannot be applied to
Externí odkaz:
http://arxiv.org/abs/2008.13044
Autor:
Aenugu, Sneha, Sharma, Abhishek, Yelamarthi, Sasikiran, Hazan, Hananel, Thomas, Philip S., Kozma, Robert
Neuroscientific theory suggests that dopaminergic neurons broadcast global reward prediction errors to large areas of the brain influencing the synaptic plasticity of the neurons in those regions. We build on this theory to propose a multi-agent lear
Externí odkaz:
http://arxiv.org/abs/1910.06489
Spiking neural networks (SNNs) are a promising candidate for biologically-inspired and energy efficient computation. However, their simulation is notoriously time consuming, and may be seen as a bottleneck in developing competitive training methods w
Externí odkaz:
http://arxiv.org/abs/1909.02549