Sökning: "black boxes"

Visar resultat 1 - 5 av 28 uppsatser innehållade orden black boxes.

1. 1. Influence of Varying Electric Light Distribution on Melanopic Equivalent Daylight Illuminance and Lighting Energy Use

   Master-uppsats, Lunds universitet/Institutionen för arkitektur och byggd miljö; Lunds universitet/Avdelningen för Energi och byggnadsdesign

   Författare :Rebecka Ståhl; Parvathy Biju; [2023]
   Nyckelord :Alertness; Circadian Entrainment; Clear Sky; Correlated Colour Temperature; Daylighting; Direct Electric Lighting; Direct-Indirect Electric Lighting; Energy-Efficiency; Grasshopper; Integrative Lighting; LARK 2.0; Melanopic Equivalent Daylight Illuminance; Overcast Sky; Photopic Illuminance; Spectral Power Distribution.; Technology and Engineering;

   Sammanfattning : Human beings in modern society spend more than 90% of their time indoors to live, work, and socialize. To improve health, quality of life and task performance, integrative lighting is designed to give the right light at the right time at the eye to stimulate circadian entrainment. LÄS MER

3. 2. Applications of Formal Explanations in ML

   Master-uppsats, KTH/Skolan för elektroteknik och datavetenskap (EECS)

   Författare :Nikolaos Smyrnioudis; [2023]
   Nyckelord :Machine Learning; eXplainable Artifical Intelligence; Formal Verification of Machine Learning models; Maskininlärning; förklarbar artificiell intelligens; formell verifiering av maskininlärningsmodeller;

   Sammanfattning : The most performant Machine Learning (ML) classifiers have been labeled black-boxes due to the complexity of their decision process. eXplainable Artificial Intelligence (XAI) methods aim to alleviate this issue by crafting an interpretable explanation for a models prediction. LÄS MER

4. 3. A Study on Fault Tolerance of Object Detector Implemented on FPGA

   Master-uppsats, KTH/Skolan för elektroteknik och datavetenskap (EECS)

   Författare :Tiancheng Yang; [2023]
   Nyckelord :Object detection; YOLO-v3-tiny; Fault tolerance; FPGA; VHDL; Hardware accelerator; Triple-modular redundancy; Time redundancy; Stuck-at-faults;

   Sammanfattning : Objektdetektering har fått stort forskningsintresse de senaste åren, eftersom det är maskiners ögon och är en grundläggande uppgift inom datorseende som syftar till att identifiera och lokalisera föremål av intresse. Hårdvaruacceleratorer syftar vanligtvis till att öka genomströmningen för realtidskrav samtidigt som energiförbrukningen sänks. LÄS MER

5. 4. Digital Literacy Through Design : Self-explanatory Devices by Use of Form

   Kandidat-uppsats, Malmö universitet/Institutionen för konst, kultur och kommunikation (K3)

   Författare :Jacob Hylén; [2022]
   Nyckelord :Interaction Design; HCI; Repair; Education;

   Sammanfattning : Everyday technology is easier than ever to use and harder than ever to misuse, for this, we can attribute credits to how user friendly and error-proof minimal and autonomous artefacts are today. However, this puts a significant distance between users and the inner workings of their artefacts, the artefacts have become almost completely opaque black boxes. LÄS MER

7. 5. Assessing BERT-Style Models' Abilities to Learn the Number of a Subject

   Master-uppsats, Uppsala universitet/Institutionen för lingvistik och filologi

   Författare :Laura Januleviciute; [2022]
   Nyckelord :diagnostic classifier; subject number; linguistically-informed interpretability; Lithuanian; English; BERT; WikiBERT; mBERT;

   Sammanfattning : There is an increasing interest in using deep neural networks in various downstream natural language processing tasks. Such models are commonly used as black boxes, meaning that their decision-making is difficult to interpret. In order to build trust in models, it is crucial to analyse their inner workings which lead to predictions. LÄS MER