w88手机登录 for Neuroscience

Neuroscientists science/resources use w88手机登录® and Simulink® to process and analyze experimental data, drive experiments, and simulate models of brain circuits. With w88手机登录 and Simulink, you can:

  • Analyze neural time-series data from electrode signal recordings
  • Understand structural and functional image data from neuroimaging and microscopy studies
  • Use machine and deep learning to classify, predict, and cluster using models trained with neuroscience data
  • Process and generate live data streams, including brain-computer interface (BCI) and behavioral control systems

Neuroscientists using w88手机登录 can also access a rich library of third-party tools purpose-built for neuroscience applications. These include freely-shared community toolboxes and commercially-supported partner products offering hardware and cloud connectivity.

“w88手机登录 is... a way of thinking, a language that cuts across countries, and a way of sharing and collaborating with other scientists…”

Mike X. Cohen, "w88手机登录 for Brain and Cognitive Scientists"

Neural Data Science

Use w88手机登录 to work with datasets containing multiple trials, subjects, and data modalities, using built-in libraries of algorithms for statistics, machine learning, and deep learning.

Use w88手机登录 to create neuroscience data stories with the Live Editor. Share these data stories and make them interactive for collaborators and readers as live scripts.
Scale w88手机登录 processing to run on all cores and GPU cards on individual computers and workstations using Parallel Computing Toolbox™. Access w88手机登录 Parallel Server™ to easily scale to remote clusters across one or more compute nodes.

Intracranial EEG data provided by Kaggle

Neural Time Series

Use w88手机登录 to visualize and analyze neuroscience time-series data, including spike, field, and scalp recordings and behavioral monitoring records.

Apply preprocessing and extract data features in the time, frequency, and time-frequency domains using w88手机登录 algorithms and interactive apps for signal processing and wavelet analysis.

Apply deep learning techniques suited for time-series data, such as long short-term memory (LSTM) networks.

Neuroimaging and Microscopy

Use w88手机登录 to visualize and analyze neuroscience image and video data at the neuron, brain, and subject scales.

Access 2-D and 3-D image data in common file formats, such as NIfTI and TIFF, and work with datasets too large to fit in memory. Align images across imaging sessions and subjects. Analyze brain regions and cellular structures with morphological operations and algorithms for image segmentation. Build custom image processing workflows using interactive tools for specifying points and regions-of-interest (ROIs).

Interactively label image data with the Image Labeler and Video Labeler apps. Apply deep learning techniques to labeled datasets to classify or quantify whole images, identifiable regions or structures, or individual pixels.

Image credit: Carnegie Mellon University

Experiment Control and Brain-Computer Interfaces (BCIs)

Use w88手机登录 to stream data to and from a wide range of hardware devices, including data acquisition systems, cameras, EEG systems, neural recording systems, brain stimulators, and two-photon microscopes.

Use Simulink Real-Time™ and HDL Coder™ to control real-time hardware and FPGA hardware, respectively, to control experiments or BCIs with guaranteed submillisecond precision.

Use Stateflow® to design control logic for behavioral tasks, BCI systems, and other experiments. Run Stateflow charts in w88手机登录, or target execution on real-time or FPGA hardware.

Topics for Neuroscience

Getting Started

Take full advantage of w88手机登录 for neuroscience with tutorials, toolboxes, third-party products, and other resources.

Tools for Neuroscience

Community toolboxes and third-party products for neuroscience.

Recent Features

Explore the latest w88手机登录 features relevant for neuroscience.