TY - GEN AB - "This book offers a comprehensive guide to the theory and practice of analyzing electrical brain signals. It explains the conceptual, mathematical, and implementational (via Matlab programming) aspects of time-, time-frequency- and synchronization-based analyses of magnetoencephalography (MEG), electroencephalography (EEG), and local field potential (LFP) recordings from humans and nonhuman animals. It is the only book on the topic that covers both the theoretical background and the implementation in language that can be understood by readers without extensive formal training in mathematics, including cognitive scientists, neuroscientists, and psychologists."-- AU - Cohen, Mike X., CN - QP363.3 ID - 1412393 KW - Neural networks (Neurobiology) KW - Neural networks (Computer science) KW - Computational neuroscience. KW - Artificial intelligence KW - NEUROSCIENCE/General KW - COGNITIVE SCIENCES/General LK - https://univsouthin.idm.oclc.org/login?url=https://doi.org/10.7551/mitpress/9609.001.0001?locatt=mode:legacy LK - http://www.oclc.org/content/dam/oclc/forms/terms/vbrl-201703.pdf N2 - "This book offers a comprehensive guide to the theory and practice of analyzing electrical brain signals. It explains the conceptual, mathematical, and implementational (via Matlab programming) aspects of time-, time-frequency- and synchronization-based analyses of magnetoencephalography (MEG), electroencephalography (EEG), and local field potential (LFP) recordings from humans and nonhuman animals. It is the only book on the topic that covers both the theoretical background and the implementation in language that can be understood by readers without extensive formal training in mathematics, including cognitive scientists, neuroscientists, and psychologists."-- SN - 9780262319553 SN - 0262319551 SN - 1306403286 SN - 9781306403283 T1 - Analyzing neural time series data :theory and practice / TI - Analyzing neural time series data :theory and practice / UR - https://univsouthin.idm.oclc.org/login?url=https://doi.org/10.7551/mitpress/9609.001.0001?locatt=mode:legacy UR - http://www.oclc.org/content/dam/oclc/forms/terms/vbrl-201703.pdf ER -