2013

2019

MACHINE

PSYCHOLOGY

It is time to study machines like we study humans.

Artificial Neural Networks

Natural Neural Networks

Lex Fridman

Alcorn et al. at CVPR 2019

Our Work at IEEE Vis 2018

Lichtman Lab

Interactive Proofreading

IEEE Vis 2014

rhoana.org/dojo/

Interactive Proofreading

Finding errors takes a long time

Guided Proofreading

CVPR 2018

rhoana.org/guidedproofreading/

Guided Proofreading

CVPR 2019

ECCV 2020

Mitochondria

Use

for Alignment

Yahiya Hussain

Gianna Yang

MIDL 2020

github.com/mpsych/mitochondria/

Adolescent Brain Cognitive Development

The ABCD Study is the largest long-term study of brain development and child health in the United States.

> 10k children

> 30k scans

Loraine Franke

lorifranke.github.io/ABCD/

glTF

Graphics Layer Transmission Format

{
    "accessors": [
        {
            "bufferView": 0,
            "byteOffset": 0,
            "componentType": 5126,
            "count": HOWMANY,
            "type": "VEC3",
            "max": [MAX_X, MAX_Y, MAX_Z],
            "min": [MIN_X, MIN_Y, MIN_Z]
        },
        {
            "bufferView": 1,
            "byteOffset": 0,
            "componentType": 5123,
            "count": HOWMANY,
            "type": "SCALAR",
            "max": [MAX],
            "min": [MIN]
        }
    ], 
  
  
   // ...
}

{
    // ...
  
    "bufferViews": [
        {
            "buffer": 0,
          	"byteOffset": 0,
            "byteLength": HOWMANYBYTES,
            "target": 34962
        },
        {
            "buffer": 1,
            "byteOffset": 0,
            "byteLength": HOWMANYBYTES,
            "target": 34963
        }
    ],
    "buffers": [
        {
            "uri": "data:application/octet-stream;base64, ...."
        },
        {
            "uri": "data:application/octet-stream;base64, ...."
        }
    ]
  
   // ...
}

ELEMENT_ARRAY_BUFFER

ARRAY_BUFFER

https://google.github.io/draco/

Trako