Naturalistic Scene Modelling: Deep Learning with Insights from Biology

Vision-Based Semantic Segmentation in Scene Understanding for Autonomous Driving: Recent Achievements, Challenges, and Outlooks

(2022) Khan Muhammad et al.   IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

A Brief Survey on Semantic Segmentation with Deep Learning

(2020) Shijie Hao et al.   NEUROCOMPUTING

Energy-Efficient Organic Ferroelectric Tunnel Junction Memristors for Neuromorphic Computing

(2019) Sayani Majumdar et al.   Advanced Electronic Materials

Using neuroscience to develop artificial intelligence

(2019) Shimon Ullman   SCIENCE

Synaptic assays: using biophysical models to infer neuronal dysfunction from non-invasive EEG

(2018) James A Roberts et al.   BRAIN

Loihi: A Neuromorphic Manycore Processor with On-Chip Learning

(2018) Mike Davies et al.   IEEE MICRO

Analysis and Observations From the First Amazon Picking Challenge

(2018) Nikolaus Correll et al.   IEEE Transactions on Automation Science and Engineering

Deep Convolutional Computation Model for Feature Learning on Big Data in Internet of Things

(2018) Peng Li et al.   IEEE Transactions on Industrial Informatics

SIFT Meets CNN: A Decade Survey of Instance Retrieval

(2018) Liang Zheng et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Places: A 10 Million Image Database for Scene Recognition

(2018) Bolei Zhou et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Large-scale, high-resolution comparison of the core visual object recognition behavior of humans, monkeys, and state-of-the-art deep artificial neural networks

(2018) Rishi Rajalingham et al.   JOURNAL OF NEUROSCIENCE

Recent advances in convolutional neural networks

(2018) Jiuxiang Gu et al.   PATTERN RECOGNITION

Eye movements support the link between conscious memory and medial temporal lobe function

(2018) Zhisen J. Urgolites et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Distinct contributions of functional and deep neural network features to representational similarity of scenes in human brain and behavior

(2018) Iris IA Groen et al.   eLife

System Architecture of a Driverless Electric Car in the Grand Cooperative Driving Challenge

(2018) Philippe Xu et al.   IEEE Intelligent Transportation Systems Magazine

Digital Storage in Smartphones and Wearables [The Art of Storage]

(2018) Tom Coughlin   IEEE Consumer Electronics Magazine

A vision-based system for pre-inspection of steel frame manufacturing

(2018) Pablo Martinez et al.   AUTOMATION IN CONSTRUCTION

Stimulus- and goal-oriented frameworks for understanding natural vision

(2018) Maxwell H. Turner et al.   NATURE NEUROSCIENCE

Scene Understanding in Deep Learning-Based End-to-End Controllers for Autonomous Vehicles

(2018) Shun Yang et al.   IEEE Transactions on Systems Man Cybernetics-Systems

Convolutional Neural Networks for Large-Scale Remote-Sensing Image Classification

(2017) Emmanuel Maggiori et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Learning without Forgetting

(2017) Zhizhong Li et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks

(2017) Shaoqing Ren et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Predicting rhesus monkey eye movements during natural-image search

(2017) Mark A. Segraves et al.   JOURNAL OF VISION

A survey on deep learning in medical image analysis

(2017) Geert Litjens et al.   MEDICAL IMAGE ANALYSIS

Mastering the game of Go without human knowledge

(2017) David Silver et al.   NATURE

Seeing it all: Convolutional network layers map the function of the human visual system

(2017) Michael Eickenberg et al.   NEUROIMAGE

Category selectivity in human visual cortex: Beyond visual object recognition

(2017) Marius V. Peelen et al.   NEUROPSYCHOLOGIA

Embedded Streaming Deep Neural Networks Accelerator With Applications

(2017) Aysegul Dundar et al.   IEEE Transactions on Neural Networks and Learning Systems

Computer Vision and Natural Language Processing

(2016) Peratham Wiriyathammabhum et al.   ACM COMPUTING SURVEYS

Simple Learned Weighted Sums of Inferior Temporal Neuronal Firing Rates Accurately Predict Human Core Object Recognition Performance

(2015) N. J. Majaj et al.   JOURNAL OF NEUROSCIENCE

Deep learning

(2015) Yann LeCun et al.   NATURE

Deep learning in neural networks: An overview

(2015) Jürgen Schmidhuber   NEURAL NETWORKS

Deep unsupervised network for multimodal perception, representation and classification

(2015) Alain Droniou et al.   ROBOTICS AND AUTONOMOUS SYSTEMS

An Enhanced Histogram of Oriented Gradients for Pedestrian Detection

(2015) Yong Zhao et al.   IEEE Intelligent Transportation Systems Magazine

Neural Basis of Reinforcement Learning and Decision Making

(2012) Daeyeol Lee et al.   Annual Review of Neuroscience

Human-Monkey Gaze Correlations Reveal Convergent and Divergent Patterns of Movie Viewing

(2010) Stephen V. Shepherd et al.   CURRENT BIOLOGY

Free viewing of dynamic stimuli by humans and monkeys

(2009) D. J. Berg et al.   JOURNAL OF VISION