Search Results for author: Takahiro Hanyu

Found 3 papers, 1 papers with code

Local Energy Distribution Based Hyperparameter Determination for Stochastic Simulated Annealing

1 code implementation24 Apr 2023 Naoya Onizawa, Kyo Kuroki, Duckgyu Shin, Takahiro Hanyu

This paper presents a local energy distribution based hyperparameter determination for stochastic simulated annealing (SSA).

Combinatorial Optimization

VLSI Implementation of Deep Neural Network Using Integral Stochastic Computing

no code implementations29 Sep 2015 Arash Ardakani, François Leduc-Primeau, Naoya Onizawa, Takahiro Hanyu, Warren J. Gross

We also synthesize the circuits in a 65 nm CMOS technology and we show that the proposed integral stochastic architecture results in up to 21% reduction in energy consumption compared to the binary radix implementation at the same misclassification rate.

Associative Memories Based on Multiple-Valued Sparse Clustered Networks

no code implementations3 Feb 2014 Hooman Jarollahi, Naoya Onizawa, Takahiro Hanyu, Warren J. Gross

Associative memories are structures that store data patterns and retrieve them given partial inputs.

Retrieval

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