Latest Features

Explore the latest MATLAB features relevant for neuroscience

Neurosignals and Biosignals

Analyze neural, physiological, and behavioral time-series data.

Related Products: Deep Learning ToolboxSignal Processing ToolboxWavelet Toolbox

Neuroimaging, Microscopy, and Ethology

Analyze images, volumes, and videos at the neuron, brain, and subject scales.

  • Neuroimaging and Microscopy Data: Access image slices and volumes from 3-D NIfTI and TIFF files
  • Volumetric Data: View labeled volumetric data interactively with the Volume Viewer app, extract image slices, including at oblique angles, and apply over 70 process 3-D image processing functions
  • Big Image Data: Represent and process images that are too large to fit in memory, including labeled and multiple resolution image data
  • Image Labeling: Apply and view labels to image data via ROI objects and the interactive Image Labeler and Video Labeler apps
  • Deep Learning: Apply 2D and 3D CNN models for object detection and semantic segmentation and LSTM models for video classification

Related Products: Computer Vision Toolbox, Image Processing Toolbox, Deep Learning Toolbox, Wavelet Toolbox

Machine Learning and Deep Learning

Create, train, and run predictive models for neuroscience data.

Related Products: Deep Learning Toolbox, Parallel Computing ToolboxStatistics and Machine Learning Toolbox

Neural Data Science

Create, share, and scale data analyses.

Experiment Control

Process live signals for brain recordings, behavioral control systems, and BCIs.

  • Stateflow: Graphically design state machine logic for behavioral control systems, runnable in MATLAB or Simulink
  • MATLAB Coder: Translate over 3000 MATLAB and toolbox functions to ANSI C or C++ code for faster performance and real-time applications
  • HDL Coder: Target FPGA hardware for video processing and closed-loop experiments using high-level MATLAB or Simulink programming
  • Multithreading: Call MATLAB asynchronously from user-created threads using the C++ engine API
  • Performance: Run existing MATLAB code over two times faster

Related Products: Data Acquisition Toolbox, MATLAB Coder, Stateflow, Simulink Real-Time