Parallel golomb-rice decoder with 8-bit unary decoding for weight compression in tinyml applications
M Vaddeboina, E Kaja, A Yilmayer… - 2023 26th Euromicro …, 2023 - ieeexplore.ieee.org
Due to the recent advances in AI, the requirement for Artificial Intelligence (AI) has increased
exponentially in the domain of Internet of Things (IoT). Running Deep Neural Networks …
exponentially in the domain of Internet of Things (IoT). Running Deep Neural Networks …
Shrinking embeddings, not accuracy: Performance-preserving reduction of facial embeddings for complex face verification computations
Conventional embeddings employed in facial verification systems typically consist of
hundreds of floating-point numbers, a widely accepted design paradigm that primarily stems …
hundreds of floating-point numbers, a widely accepted design paradigm that primarily stems …
PaGoRi: A Scalable Parallel Golomb-Rice Decoder
M Vaddeboina, E Kaja, A Yilmazer… - … on Design & …, 2024 - ieeexplore.ieee.org
Deep Neural Networks (DNNs) have created opportunities to address real-world issues and
expand the application of Artificial Intelligence (AI). Despite significant accuracy …
expand the application of Artificial Intelligence (AI). Despite significant accuracy …
Optimizing Data Compression: Enhanced Golomb-Rice Encoding with Parallel Decoding Strategies for TinyML Models
M Vaddeboina, A Yilmayer… - 2024 27th Euromicro …, 2024 - ieeexplore.ieee.org
Deep Neural Networks (DNNs) offer possibilities for tackling practical challenges and
broadening the scope of Artificial Intelligence (AI) applications. The demanding memory …
broadening the scope of Artificial Intelligence (AI) applications. The demanding memory …
Enhancing Privacy-Preserving Biometric Authentication through Decentralization/Author DI Philipp Hofer, BSc
P Hofer - 2024 - epub.jku.at
This thesis explores the potential of decentralized technologies for enhancing privacy and
operational efficiency within biometric authentication systems. The widespread use of …
operational efficiency within biometric authentication systems. The widespread use of …