Kazuma Suetake

activity

20172024

most cited

(q, t)

-KZ equations for quantum toroidal algebra and Nekrasov partition functions on ALE spaces

58 citations · 83 across the 8 of their papers we have counts for

collaborators

Showing 2022Show all

2 papers · 1 filter

stat.ML2022★ 2 cited

Theoretical Error Analysis of Entropy Approximation for Gaussian Mixtures

Takashi Furuya, Hiroyuki Kusumoto, Koichi Taniguchi +2

Gaussian mixture distributions are commonly employed to represent general probability distributions. Despite the importance of using Gaussian mixtures for uncertainty estimation, t…

cs.LG2022★ 1 cited

S $^{3}$ NN: Time Step Reduction of Spiking Surrogate Gradients for Training Energy Efficient Single-Step Spiking Neural Networks

Kazuma Suetake, Shin-ichi Ikegawa, Ryuji Saiin +1

As the scales of neural networks increase, techniques that enable them to run with low computational cost and energy efficiency are required. From such demands, various efficient n…

Theoretical Error Analysis of Entropy Approximation for Gaussian Mixtures

S3NN: Time Step Reduction of Spiking Surrogate Gradients for Training Energy Efficient Single-Step Spiking Neural Networks

S $^{3}$ NN: Time Step Reduction of Spiking Surrogate Gradients for Training Energy Efficient Single-Step Spiking Neural Networks