{"product_id":"9781785613982","title":"Signal Processing and Machine Learning for Brain-Machine Interfaces (Control, Robotics and Sensors)","description":"\u003cp\u003eBrain-machine interfacing or brain-computer interfacing (BMI\/BCI) is an emerging and challenging technology used in engineering and neuroscience. The ultimate goal is to provide a pathway from the brain to the external world via mapping, assisting, augmenting or repairing human cognitive or sensory-motor functions. In this book an international panel of experts introduce signal processing and machine learning techniques for BMI\/BCI and outline their practical and future applications in neuroscience, medicine, and rehabilitation, with a focus on EEG-based BMI\/BCI methods and technologies. Topics covered include discriminative learning of connectivity pattern of EEG; feature extraction from EEG recordings; EEG signal processing; transfer learning algorithms in BCI; convolutional neural networks for event-related potential detection; spatial filtering techniques for improving individual template-based SSVEP detection; feature extraction and classification algorithms for image RSVP based BCI; decoding music perception and imagination using deep learning techniques; neurofeedback games using EEG-based Brain-Computer Interface Technology; affective computing system and more.\u003c\/p\u003e","brand":"Institution of Engineering and Technology","offers":[{"title":"Default Title","offer_id":48814241644779,"sku":"00000_00000_00000_00000","price":292.99,"currency_code":"SGD","in_stock":true}],"url":"https:\/\/kinokuniya.com.sg\/ja\/products\/9781785613982","provider":"Books Kinokuniya Singapore","version":"1.0","type":"link"}