TOPICSNeural networks

Neural networks

Caption:Researchers demonstrated a fully integrated photonic processor
Computing

A new photonic chip for ultrafast AI computations

Amit Malewar

This new device uses light to perform the key operations of a deep neural network on a chip.

A close up of a brain with orange and green lines
Science

New study reveals how neurons regulate organ-specific functions

Jay Kakade

The autonomic nervous system arranges the functions of internal organs and acts as a link between the brain and the body. These functions are...

3D medical background with brain highlighted
AI & Machine Learning

AI can be used to detect brain tumors

Pranjal Malewar

The researchers investigated how neural network models can be trained on brain cancer imaging data.

Close up of atomic nucleus
Chemistry

AI addressed the most difficult challenges in quantum chemistry

Pranjal Malewar

The research shows how the technique can help solve fundamental equations in complex molecular systems.

Human arm with muscles holding a brain created in MyoSuite
Neuroscience

How the brain senses body position and movement?

Amit Malewar

The sense is known as proprioception.

Marine life under sea water
Science

AI system can produce 3D maps of coral reefs

Pranjal Malewar

It marks a major leap forward in deep-sea exploration.

computing
Technology

Analog computing can solve complex equations and use far less energy

Amit Malewar

A memristor device can solve complex scientific problems using significantly less energy.

The above image was also generated using AI; in this case the AI image generator Stable Diffusion. Copyright: Forschungszentrum Jülich
AI & Machine Learning

Researchers programmed an AI that think like Newton or Einstein

Amit Malewar

AI as a Physicist.

cold atmospheric plasma
AI & Machine Learning

AI offers a detailed look at jets of plasma used to treat cancer

Pranjal Malewar

The software uses an approach known as a physics-informed neural network (PINN).

glowing neurons in brain esoteric and meditation
Neuroscience

Researchers successfully 3D-printed functional human brain tissue

Amit Malewar

It’s an achievement with important implications.

elastomer-encapsulated neural probes
Neuroscience

New implantable device to record a collection of individual neurons over months

Amit Malewar

A long-lasting neural probe.

numerology concept composition
Technology

New method can efficiently solve partial differential equations

Amit Malewar

Simplifying the solving of massive numbers of partial differential equations.

3D hologram display
Technology

Using deep learning to generate 3D holograms from 2D images

Amit Malewar

Simplifying 3D hologram generation.

Image showing brain
Neuroscience

Living brain cell networks bioprinted in the lab

Amit Malewar

Scientists mimicked the arrangement of grey matter and white matter seen in the brain.

Image showing neural networks.
Technology

A method for creating neural networks that are optimally suited for specific tasks

Vidya Nagalwade

Machine-learning models can be used to improve fraud detection & spam filtering.

AI for planetary mapping
Technology

A new AI to map planets

Pranjal Malewar

A simple approach to mapping planets in outer space.

machine-learning technique
AI & Machine Learning

Using sound to model the world

Amit Malewar

This machine-learning system can simulate how a listener would hear a sound from any point in a room.

Image showing ice cubes
AI & Machine Learning

How does water turn into ice? Scientists simulated the initial steps of ice formation

Amit Malewar

The resulting simulation describes how water molecules transition into solid ice with quantum accuracy.

Smart quantum technologies for secure communication
Science

Smart quantum technology for the spatial mode correction of single photons

Amit Malewar

Smart quantum technologies for secure communication.

Liquid machine-learning: a type of neural network that learns on the job
Technology

Liquid machine-learning: a type of neural network that learns on the job

Amit Malewar

The new type of neural network could aid decision making in autonomous driving and medical diagnosis.

SAUCIE: An AI to find patterns among multitude of people and cells
Invention

SAUCIE: An AI to find patterns among multitude of people and cells

Amit Malewar

A way to leverage artificial neural networks to reveal larger patterns of activity of individual cells that come from a multitude of individuals.

An illustration of the neural network used to predict the state of an open quantum system. Credit: A. Nagy and A. Anelli. Credit: EPFL
Science

Simulation of quantum system with neural network

Amit Malewar

Studying quantum systems made of many particles, scientists primarily need to simulate them. This should be possible by understanding the conditions depicting their internal...

A neural network that learns how to make pizza using pictures.
Robotics

MIT researchers built a neural network that knows how to make pizza

Amit Malewar

While we heard a lot about a robot pizza delivery, never mind if an autonomous machine will cook your pizza as well. Good cooking...

New technology can help deploy neural networks on portable devices
Science

New technology can help deploy neural networks on portable devices

Sunderarajan Padmanabhan

A team of researchers at the Indian Institute of Technology, Hyderabad has developed a new technique that promises to help deploy high volume artificial...

MIT researchers have developed a module that helps artificial-intelligence systems fill in the gaps between video frames to improve activity recognition. Image courtesy of the researchers, edited by MIT News
Technology

Helping computers fill in the gaps between video frames

Amit Malewar

MIT scientists have come up with a new module that helps artificial intelligence systems called convolutional neural networks, or CNN's, to fill in the gaps...

MIT researchers have developed a neural-network model that can analyze raw text and audio data from interviews to discover speech patterns indicative of depression. This method could be used to develop diagnostic aids for clinicians that can detect signs of depression in natural conversation.
Health

New model to naturally detect depression in conversations

Pranjal Malewar

In order to help patients to tackle depression, clinicians perform various methods including asking specific questions — about, say, past mental illnesses, lifestyle, and...

neuralnetwork
Technology

Scientists developed a neural network that operates on light

Amit Malewar

A group of scientists at the University of California has recently devised a new type of neural network that operates on light instead of...

NIST’s grid-on-a-chip distributes light signals precisely, showcasing a potential new design for neural networks. The three-dimensional structure enables complex routing schemes, which are necessary to mimic the brain. Light could travel farther and faster than electrical signals. Credit: Chiles/NIST
Technology

New chip enlightens optical neural network demo

Amit Malewar

Using AI, many researchers are trying to emulate the brain by creating circuits of artificial neural networks. But the problem lies in conventional electronics, for...

MIT researchers have developed a special-purpose chip that increases the speed of neural-network computations by three to seven times over its predecessors, while reducing power consumption 93 to 96 percent. That could make it practical to run neural networks locally on smartphones or even to embed them in household appliances
Technology

New chip to reduce neural networks’ power consumption

Amit Malewar

Advances in artificial-intelligence systems have come courtesy of neural networks as they are closely interconnected meshes of data processors. Neural networks are large and, their...

Artificial synapse for “brain-on-a-chip” hardware
Technology

Artificial synapse for “brain-on-a-chip” hardware

Amit Malewar

With regards to preparing power, the human mind can't be beaten. Stuffed inside the squishy, football-sized organ is something close to 100 billion neurons. At...

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Invention

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Invention

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Wildlife

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Wildlife