AIMC Topic: Visual Perception

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A bio-inspired visual collision detection network integrated with dynamic temporal variance feedback regulated by scalable functional countering jitter streaming.

Neural networks : the official journal of the International Neural Network Society Nov 8, 2024
In pursuing artificial intelligence for efficient collision avoidance in robots, researchers draw inspiration from the locust's visual looming-sensitive neural circuit to establish an efficient neural network for collision detection. However, existin...
Grasshoppers Feedback Animals Robotics Neurons Visual Perception Neural Networks, Computer Artificial Intelligence
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Monitoring poultry social dynamics using colored tags: Avian visual perception, behavioral effects, and artificial intelligence precision.

Poultry science Nov 5, 2024
Artificial intelligence (AI) in animal behavior and welfare research is on the rise. AI can detect behaviors and localize animals in video recordings, thus it is a valuable tool for studying social dynamics. However, maintaining the identity of indiv...
Group Dynamics Artificial Intelligence Social Behavior Video Recording Animals Animal Husbandry Animal Identification Systems Behavior, Animal Coturnix Visual Perception Color
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Zero-shot counting with a dual-stream neural network model.

Neuron Nov 1, 2024
To understand a visual scene, observers need to both recognize objects and encode relational structure. For example, a scene comprising three apples requires the observer to encode concepts of "apple" and "three." In the primate brain, these function...
Neural Networks, Computer Animals Deep Learning Humans Models, Neurological Visual Perception Parietal Lobe
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Decoding Brain Signals from Rapid-Event EEG for Visual Analysis Using Deep Learning.

Sensors (Basel, Switzerland) Oct 30, 2024
The perception and recognition of objects around us empower environmental interaction. Harnessing the brain's signals to achieve this objective has consistently posed difficulties. Researchers are exploring whether the poor accuracy in this field is ...
Humans Visual Perception Algorithms Brain Signal Processing, Computer-Assisted Deep Learning Photic Stimulation Electroencephalography
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Exploring potential ADHD biomarkers through advanced machine learning: An examination of audiovisual integration networks.

Computers in biology and medicine Oct 23, 2024
Attention deficit hyperactivity disorder (ADHD) is a neurodevelopmental condition marked by inattention and impulsivity, linked to disruptions in functional brain connectivity and structural alterations in large-scale brain networks. Although sensory...
Nerve Net Visual Perception Attention Deficit Disorder with Hyperactivity Child Magnetic Resonance Imaging Auditory Perception Machine Learning Biomarkers Humans Brain Female Male Adolescent
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Inspiration from Visual Ecology for Advancing Multifunctional Robotic Vision Systems: Bio-inspired Electronic Eyes and Neuromorphic Image Sensors.

Advanced materials (Deerfield Beach, Fla.) Oct 14, 2024
In robotics, particularly for autonomous navigation and human-robot collaboration, the significance of unconventional imaging techniques and efficient data processing capabilities is paramount. The unstructured environments encountered by robots, cou...
Humans Neural Networks, Computer Animals Vision, Ocular Robotics Visual Perception Biomimetics
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Learning to segment self-generated from externally caused optic flow through sensorimotor mismatch circuits.

Neural networks : the official journal of the International Neural Network Society Sep 28, 2024
Efficient sensory detection requires the capacity to ignore task-irrelevant information, for example when optic flow patterns created by egomotion need to be disentangled from object perception. To investigate how this is achieved in the visual syste...
Mice Models, Neurological Neurons Neural Networks, Computer Learning Optic Flow Animals Visual Perception Visual Pathways Visual Cortex Motion Perception
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Efficient visual representations for learning and decision making.

Psychological review Sep 19, 2024
The efficient representation of visual information is essential for learning and decision making due to the complexity and uncertainty of the world, as well as inherent constraints on the capacity of cognitive systems. We hypothesize that biological ...
Decision Making Models, Psychological Visual Perception Humans Learning
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Bio-inspired deep neural local acuity and focus learning for visual image recognition.

Neural networks : the official journal of the International Neural Network Society Sep 17, 2024
In the field of computer vision and image recognition, enabling the computer to discern target features while filtering out irrelevant ones poses a challenge. Drawing insights from studies in biological vision, we find that there is a local visual ac...
Visual Acuity Pattern Recognition, Automated Algorithms Visual Perception Humans Deep Learning Pattern Recognition, Visual Neural Networks, Computer Image Processing, Computer-Assisted
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Exploring refined dual visual features cross-combination for image captioning.

Neural networks : the official journal of the International Neural Network Society Sep 7, 2024
For current image caption tasks used to encode region features and grid features Transformer-based encoders have become commonplace, because of their multi-head self-attention mechanism, the encoder can better capture the relationship between differe...
Humans Image Processing, Computer-Assisted Attention Visual Perception Neural Networks, Computer Algorithms
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