Anatomy of Brain "CNS-The telencephalon, The diencephalon- brain stem-cerebellum spinal cord and its roots ."

PNS-Nerves

General organization of the PNS

The autonomic nervous system

The study of the brain-Function of each lobes

Communication within neurons

Communication between neurons

Skin sense

Proprioception

Hearing

Vision

Smell

Taste

Motor systems

Local motor control

The control of posture

Higher motor control

Associational cortex and memory

Motivation and the control of behaviour

What is BCI

How do BCI works

Importance of BCI in Medical and Non-Medical Applications

BCI Types

ECoG-signal representation

Electrodes used and placement

working principle

Recording setup

EEG-EEG signal

EEG electrodes-10-20 system

EEG acquisition-Hardware

EEG rhythms & artifacts

EEG Recording setup

MEG

Functional MRI

Basic principles of MRI

Principles of fMRI Recording setup

Imaging technique-Advantages & Disadvantages

fNIRS

Simultaneous EEG

fMRI

Connections between EEG and fMRI

Sensory Restoration, Motor Restoration and Cognitive Restoration

Rehabilitation

Signals

Systems

Discrete Fourier Transform (DFT)

DFT for periodic sequence

Fast Fourier Transform

Convolution through FFT

FIR design

IIR design

Mean and covariance functions

ergodicity

linear filtering of random processes

power spectral density

Examples of random processes

Linear Algebra

Probabilty theory

Introduction to optimization theory

Signal Amplitude

Autoregression parameters

hjorth parameters

Fractal dimension

Bayesian filtering

Bipolar, Laplacian, Common Average Referencing

Principal component analysis

Independent Component Analysis

common spatial filtering

FFT

Band power features

Power spectral density features

Cannonical Corellation analysis (CCA)

STFT

Wavelets

Matched filtering

Introduction to Classification Techniques

Multi-Class Classification

Least Squares Algorithm

Adaptive LMS

Adaptive LDA

Adaptive SVM

P-300: ODDBALL PARADIGM

P300 ORIGIN AND FUNCTION, AMPLITUDE AND STABILITY

P-300 BASED BCI

AUDITORY STIMULI

SMRS DURING SENSORIMOTOR BEHAVIORS

SMR'S DURING MOTOR IMAGERY

CURSOR MOVEMENT IN ONE OR MORE DIMENSIONS

COMMUNICATION APPLICATIONS

SLOW CORTICAL POTENTIALS

SCP BASED BCI

INTRODUCTION

PRINCIPLES OF fNIRS

FNIRS based BCI- Methodology

MRI-BASED BCI - principles and practice

Signal Acquisition

BOLD Versus Direct Electromagnetic Detection FMRI

Design of RSVP

Checkerboard

MI movement

INVASIVE

NON-INVASIVE

SIMULTANEOUS RECORDING AND STIMULATION

Synchronous and Asynchronous

Invasive and non-invasive

exogenous and endogenous BCI

EEG Based BCI

Control Signals Used in BCI for Speech Communication

RESTORING FUNCTIONS LOST DUE TO INJURY OR DISEASE

Imparied communication

mobility, autonomic functions

BCIs FOR REHABILITATION OF STROKE PATIENTS

Epilepsy, Cognitive, Mood, or other disorders

BCI-BASED FEEDBACK AS A POSSIBLE THERAPEUTIC TOOL

IMPROVING RECOVERY OF MOTOR FUNCTION

BRAIN PLASTICITY AND STRATEGIES FOR USING BCIs IN MOTOR REHABILITATION

IMPROVING EMOTION PROCESSING AND CONTROL

PAIN MANAGEMENT

BCI-BASED GAMES

THE NEED FOR MULTIDISCIPLINARY EXPERTISE AND COLLABORATION

ENSURING QUALITY OF CARE

ENSURING ACCESSIBILITY OF RESULTS

INVASIVE BCI RESEARCH