In principle it's possible to create a neural network classifier for MNIST data using just a single linear layer that accepts 784 input values and emits 10 logits or pseudo-probabilities. But this ...

Convolutional Neural Networks (CNNs), the most commonly used AI model for image recognition, process images using small, square filters. While effective, this approach limits the ability to ...

Hand Gesture Recognition Using a Spike-Based Image Model. by Colleen Fleiss on Apr 13 2025 11:56 PM. ... called the channel-wise cumulative spike train convolutional neural network ...