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computational neuroscience

23 papers

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Co-occurring keywords

recurrent neural network (1790) deep neural network (1801) visual cortex (49) visual processing (17) sensory processing (12) efficient coding (19) neural modeling (15) synaptic plasticity (41) computational model (16) biological plausibility (31)

Papers

Second-order forward-mode optimization of recurrent neural networks for neuroscience NIPS 2024
Model Based Inference of Synaptic Plasticity Rules NIPS 2024
Performance-optimized deep neural networks are evolving into worse models of inferotemporal visual cortex NIPS 2023
Deep Spiking Neural Networks with High Representation Similarity Model Visual Pathways of Macaque and Mouse AAAI 2023
No Free Lunch from Deep Learning in Neuroscience: A Case Study through Models of the Entorhinal-Hippocampal Circuit NIPS 2022
Learning rule influences recurrent network representations but not attractor structure in decision-making tasks NIPS 2021
Your head is there to move you around: Goal-driven models of the primate dorsal pathway NIPS 2021
A mechanistic multi-area recurrent network model of decision-making NIPS 2021
HNPE: Leveraging Global Parameters for Neural Posterior Estimation NIPS 2021
From deep learning to mechanistic understanding in neuroscience: the structure of retinal prediction NIPS 2019
Toward Goal-Driven Neural Network Models for the Rodent Whisker-Trigeminal System NIPS 2017
“Congruent” and “Opposite” Neurons: Sisters for Multisensory Integration and Segregation NIPS 2016
Synchronization can Control Regularization in Neural Systems via Correlated Noise Processes NIPS 2012
The topographic unsupervised learning of natural sounds in the auditory cortex NIPS 2012
In All Likelihood, Deep Belief Is Not Enough JMLR 2011
Emergence of Multiplication in a Biophysical Model of a Wide-Field Visual Neuron for Computing Object Approaches: Dynamics, Peaks, & Fits NIPS 2011
Unsupervised learning models of primary cortical receptive fields and receptive field plasticity NIPS 2011
Sodium entry efficiency during action potentials: A novel single-parameter family of Hodgkin-Huxley models NIPS 2010
Spike timing-dependent plasticity as dynamic filter NIPS 2010
Goal-directed decision making in prefrontal cortex: a computational framework NIPS 2008
Dependence of Orientation Tuning on Recurrent Excitation and Inhibition in a Network Model of V1 NIPS 2008
A computational model of hippocampal function in trace conditioning NIPS 2008
Temporal Coding using the Response Properties of Spiking Neurons NIPS 2006