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ǂA ǂbinary neural network on an FPGA
Klara Langerholc, Uroš Lotrič, Anton Biasizzo, Dong Seog Han
Diplomsko delo
Oznake: binary neural network;FPGA;Verilog;ZedBoard;computer science;computer and information science;diploma thesis;
In recent years, the performance of convolutional neural networks has been increasing rapidly. But higher performance brings higher computational and memory costs. Research has shown that good accuracy can be achieved even when operands are constrained to only one or two bits. The purpose of this wo ...
Leto: 2020 Vir: Fakulteta za računalništvo in informatiko (UL FRI)
FACES
Romanela Lajić, Peter Peer, Vitomir Štruc, Dong Seog Han, Blaž Meden, Žiga Emeršič
Izvirni znanstveni članek
Oznake: analiza obraza;kompresija nevronskih mrež;obrezovanje;vidni transformatorji;ViT;face analysis;neural network compression;pruning;vision transformers;
Due to their promising performance vision transformers are increasingly being incorporated into various biometric solutions, mainly in the domain of face analysis. However, their size and computational expense remain the biggest challenge when it comes to their full utilization and there is a high d ...
Leto: 2026 Vir: Fakulteta za računalništvo in informatiko (UL FRI)
Št. zadetkov: 2
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