Search Results - "Hyeonuk Sim"

A New Stochastic Computing Multiplier with Application to Deep Convolutional Neural Networks.

Authors: Hyeonuk Sim Jongeun Lee

Source: DAC: Annual ACM/IEEE Design Automation Conference; 2017, Issue 54, p333-338, 6p

Toward Practical Superconducting Accelerators for Machine Learning Using U-SFQ.

Authors: Gonzalez-Guerrero, Patricia Huch, Kylie Patra, Nirmalendu et al.

Source: ACM Journal on Emerging Technologies in Computing Systems; Apr2024, Vol. 20 Issue 2, p1-22, 22p

Sign-Magnitude SC: Getting 10X Accuracy for Free in Stochastic Computing for Deep Neural Networks.

Authors: Zhakatayev, Aidyn Sugil Lee Hyeonuk Sim et al.

Source: DAC: Annual ACM/IEEE Design Automation Conference; 2018, Issue 55, p847-852, 6p

DPS: Dynamic Precision Scaling for Stochastic Computing-based Deep Neural Networks.

Authors: Hyeonuk Sim Kenzhegulov, Saken Jongeun Lee

Source: DAC: Annual ACM/IEEE Design Automation Conference; 2018, Issue 55, p337-342, 6p

Successive Log Quantization for Cost-Efficient Neural Networks Using Stochastic Computing.

Authors: Sugil Lee Hyeonuk Sim Jooyeon Choi et al.

Source: DAC: Annual ACM/IEEE Design Automation Conference; 2019, Issue 56, p1051-1056, 6p

DenSparSA: A Balanced Systolic Array Approach for Dense and Sparse Matrix Multiplication.

Authors: Wang, Ziheng Sun, Ruiqi He, Xin et al.

Source: DAC: Annual ACM/IEEE Design Automation Conference; 2025, Issue 62, p1-7, 7p

FQP: A Fibonacci Quantization Processor with Multiplication-Free Computing and Topological-Order Routing.

Authors: Yang, Xiaolong Wang, Yang Qin, Yubin et al.

Source: DAC: Annual ACM/IEEE Design Automation Conference; 2024, Issue 61, p908-913, 6p

Surf-Bless: A Confined-interference Routing for Energy-Efficient Communication in NoCs.

Authors: Peng Wang Niknam, Sobhan Sheng Ma et al.

Source: DAC: Annual ACM/IEEE Design Automation Conference; 2019, Issue 56, p1057-1062, 6p

ELSA: A Throughput-Optimized Design of an LSTM Accelerator for Energy-Constrained Devices.

Authors: AZARI, ELHAM VRUDHULA, SARMA

Source: ACM Transactions on Embedded Computing Systems; Feb2020, Vol. 19 Issue 1, p1-21, 21p

Bitstream-Based Neural Network for Scalable, Efficient, and Accurate Deep Learning Hardware.

Authors: Sim H Lee J

Source: Frontiers in neuroscience [Front Neurosci] 2020 Dec 23; Vol. 14, pp. 543472. Date of Electronic Publication: 2020 Dec 23 (Print Publication: 2020).

Publication Type: Journal Article

Journal Info: Publisher: Frontiers Research Foundation Country of Publication: Switzerland NLM ID: 101478481 Publication Model: eCollection Cited Medium: Print ISSN: 1662-4548 (Print) Linking ISSN: 1662453X NLM ISO Abbreviation: Front Neurosci Subsets: PubMed not MEDLINE