1 option
Hardware Software Co-design of Epileptic Seizure Prediction Systems / by Shiva Maleki Varnosfaderani, Nabil J. Sarhan, Mohammad Alhawari.
- Format:
- Book
- Author/Creator:
- Varnosfaderani, Shiva Maleki.
- Series:
- Analog Circuits and Signal Processing, 2197-1854
- Language:
- English
- Subjects (All):
- Electronic circuit design.
- Embedded computer systems.
- Signal processing.
- Electronics Design and Verification.
- Embedded Systems.
- Digital and Analog Signal Processing.
- Local Subjects:
- Electronics Design and Verification.
- Embedded Systems.
- Digital and Analog Signal Processing.
- Physical Description:
- 1 online resource (171 pages)
- Edition:
- 1st ed. 2025.
- Place of Publication:
- Cham : Springer Nature Switzerland : Imprint: Springer, 2025.
- Summary:
- This book offers insights into hardware-software co-design of epilepsy prediction models. This comprehensive exploration is a key to unlocking the mysteries of seizure forecasting, equipped with expert guidance and visionary foresight. From theory to practice, the authors illuminate the path forward, providing researchers with the tools and knowledge needed to navigate this dynamic field with confidence. They explore the latest advancements in deep learning technology and gain invaluable perspectives on the future landscape of epilepsy research. Bridging the gap between innovation and practicality, this book is a beacon for those seeking to make a tangible impact in healthcare. Provides thorough description of the procedures involved in creating an effective epilepsy prediction model; Offers an overview of the seizure disorder, the many types of seizures, their symptoms, and more; Covers deep learning-based prediction systems, available datasets and effective epileptic machine learning model design. .
- Contents:
- What is Epilepsy?
- Importance of Epilepsy Prediction
- Available EEG Datasets
- Data Preparation
- Epilepsy Prediction Models
- Design Consideration for wearable and implantable epileptic prediction devices.
- ISBN:
- 3-031-95357-6
- 9783031953576
The Penn Libraries is committed to describing library materials using current, accurate, and responsible language. If you discover outdated or inaccurate language, please fill out this feedback form to report it and suggest alternative language.