Deep Learning News - Research Topics - Neuroscience News https://neurosciencenews.com/neuroscience-topics/deep-learning/ Neuroscience News provides research news for neuroscience, neurology, psychology, AI, brain science, mental health, robotics and cognitive sciences. Tue, 23 Jan 2024 22:30:57 +0000 en-US hourly 1 https://wordpress.org/?v=6.4.2 https://neurosciencenews.com/files/2020/08/cropped-Neuroscience-News-Site-Icon-512-comp-32x32.jpg Deep Learning News - Research Topics - Neuroscience News https://neurosciencenews.com/neuroscience-topics/deep-learning/ 32 32 Is Musical Instinct Innate? AI Model Suggests So https://neurosciencenews.com/musical-instinct-ai-25513/ https://neurosciencenews.com/musical-instinct-ai-25513/#comments Tue, 23 Jan 2024 22:30:55 +0000 https://neurosciencenews.com/?p=99640 This shows a woman playing piano.Researchers made a significant discovery using an artificial neural network model, suggesting that musical instinct may emerge naturally from the human brain. By analyzing various natural sounds through Google's AudioSet, the team found that certain neurons in the network selectively responded to music, mimicking the behavior of the auditory cortex in real brains. ]]> https://neurosciencenews.com/musical-instinct-ai-25513/feed/ 1 Rethinking Personalized Medicine: AI’s Limits in Clinical Trials https://neurosciencenews.com/ai-personalized-medicine-25502/ https://neurosciencenews.com/ai-personalized-medicine-25502/#respond Sat, 20 Jan 2024 22:08:57 +0000 https://neurosciencenews.com/?p=99588 This shows a woman's head.A new study reveals limitations in the current use of mathematical models for personalized medicine, particularly in schizophrenia treatment. Although these models can predict patient outcomes in specific clinical trials, they fail when applied to different trials, challenging the reliability of AI-driven algorithms in diverse settings. ]]> https://neurosciencenews.com/ai-personalized-medicine-25502/feed/ 0 AI Unlocks Secrets of Human Imagination and Memory Formation https://neurosciencenews.com/ai-imagination-memory-25498/ https://neurosciencenews.com/ai-imagination-memory-25498/#comments Fri, 19 Jan 2024 14:23:16 +0000 https://neurosciencenews.com/?p=99575 This shows a woman.A new study employs generative AI to shed light on how the human brain processes memories for learning, imagination, and planning. The study used a computational model resembling the hippocampus and neocortex's neural networks to simulate memory encoding and retrieval. ]]> https://neurosciencenews.com/ai-imagination-memory-25498/feed/ 3 Less Bias in Deepfake Detection https://neurosciencenews.com/deepfake-detection-bias-25479/ https://neurosciencenews.com/deepfake-detection-bias-25479/#respond Wed, 17 Jan 2024 23:46:35 +0000 https://neurosciencenews.com/?p=99505 This shows different women's faces.Researchers developed groundbreaking deepfake detection algorithms designed to minimize racial and gender biases. These algorithms, both demographic-aware and demographic-agnostic, aim to balance accuracy across different groups while maintaining or even improving overall detection rates.]]> https://neurosciencenews.com/deepfake-detection-bias-25479/feed/ 0 Outsmarting AI: Brain’s Wide, Shallow Learning Redefines Efficiency https://neurosciencenews.com/ai-human-brain-neuroscience-25452/ https://neurosciencenews.com/ai-human-brain-neuroscience-25452/#respond Fri, 12 Jan 2024 14:54:09 +0000 https://neurosciencenews.com/?p=99386 This shows a brain.Recent research contrasts the learning mechanisms of the human brain with those of deep learning in AI. Despite having fewer layers and slower, noisier dynamics, the brain can perform complex classification tasks as effectively as AI with hundreds of layers.]]> https://neurosciencenews.com/ai-human-brain-neuroscience-25452/feed/ 0 Evolution May Be Predictable https://neurosciencenews.com/evolution-predictable-genetics-25435/ https://neurosciencenews.com/evolution-predictable-genetics-25435/#respond Mon, 08 Jan 2024 21:14:06 +0000 https://neurosciencenews.com/?p=99296 This shows a woman and DNA.A groundbreaking study challenges the belief that evolution is entirely unpredictable. Researchers found that the evolutionary trajectory of a genome may be influenced by its history, shedding light on gene interactions. ]]> https://neurosciencenews.com/evolution-predictable-genetics-25435/feed/ 0 Reviving the Dead in the Digital World https://neurosciencenews.com/ai-dead-reanimation-neuroethics-25427/ https://neurosciencenews.com/ai-dead-reanimation-neuroethics-25427/#respond Fri, 05 Jan 2024 16:33:33 +0000 https://neurosciencenews.com/?p=99269 This shows a girl with a cell in a graveyard.New research explores public attitudes towards digital resurrection of the deceased based on consent. Participants were presented with scenarios where a woman's digital version could be brought back with or without her consent. Results showed a significant shift in acceptability when consent was expressed, highlighting the importance of the deceased's wishes. ]]> https://neurosciencenews.com/ai-dead-reanimation-neuroethics-25427/feed/ 0 Synaptic Transistor Mirrors Human Brain Function https://neurosciencenews.com/synaptic-transistor-ai-25402/ https://neurosciencenews.com/synaptic-transistor-ai-25402/#respond Fri, 29 Dec 2023 22:42:24 +0000 https://neurosciencenews.com/?p=99160 This shows computer chips and a brain.Researchers developed a groundbreaking synaptic transistor inspired by the human brain. This device can simultaneously process and store information, mimicking the brain's capacity for higher-level thinking.]]> https://neurosciencenews.com/synaptic-transistor-ai-25402/feed/ 0 AI Memory Mirrors Human Brain https://neurosciencenews.com/ai-human-memory-agi-25381/ https://neurosciencenews.com/ai-human-memory-agi-25381/#comments Mon, 18 Dec 2023 21:56:51 +0000 https://neurosciencenews.com/?p=99064 This shows a brain model.Researchers unveiled a significant similarity between AI memory processing and human hippocampal functions. This discovery, bridging AI and neuroscience, highlights a parallel in memory consolidation - a process crucial in transforming short-term to long-term memories - in both AI models and the human brain. ]]> https://neurosciencenews.com/ai-human-memory-agi-25381/feed/ 3 AI’s Leap in Predicting Life Events https://neurosciencenews.com/ai-life-event-prediction-25378/ https://neurosciencenews.com/ai-life-event-prediction-25378/#comments Mon, 18 Dec 2023 21:02:53 +0000 https://neurosciencenews.com/?p=99052 This shows a robotized woman.A new study explores the potential of artificial intelligence, specifically transformer models like ChatGPT, in predicting human life events, including the time of death. Analyzing extensive health and labor market data of 6 million Danes, the life2vec model demonstrates a remarkable ability to predict outcomes like personality traits and mortality. ]]> https://neurosciencenews.com/ai-life-event-prediction-25378/feed/ 2 Tongue’s Unique Traits Unveiled by AI and 3D Imaging https://neurosciencenews.com/tongue-ai-neuroscience-25361/ https://neurosciencenews.com/tongue-ai-neuroscience-25361/#respond Thu, 14 Dec 2023 20:21:55 +0000 https://neurosciencenews.com/?p=98982 This shows a child with their tongue out.New research using AI and 3D imaging has discovered that each person's tongue surface, with its distinct papillae patterns, is unique. The study involved analyzing over two thousand detailed scans from fifteen individuals. ]]> https://neurosciencenews.com/tongue-ai-neuroscience-25361/feed/ 0 AI Revolutionizes Neuron Tracking in Moving Animals https://neurosciencenews.com/ai-neuron-tracking-25315/ https://neurosciencenews.com/ai-neuron-tracking-25315/#respond Tue, 05 Dec 2023 15:20:21 +0000 https://neurosciencenews.com/?p=98790 This shows a mouse.Researchers developed an AI-based method to track neurons in moving and deforming animals, a significant advancement in neuroscience research. This convolutional neural network (CNN) method overcomes the challenge of tracking brain activity in organisms like worms, whose bodies constantly change shape. ]]> https://neurosciencenews.com/ai-neuron-tracking-25315/feed/ 0