├── .gitignore ├── README.md ├── course_arrangement.png ├── requirements.txt ├── 作业 ├── W1_1 Python & BrainPy编程基础作业.ipynb ├── W1_2 Hodg kin–Huxley神经元 基础作业.ipynb ├── W1_2 Hodgkin–Huxley神经元 大作业 优秀答案.ipynb ├── W1_2 Hodgkin–Huxley神经元 大作业.ipynb ├── W1_2 Hodgkin–Huxley神经元 进阶作业.ipynb ├── W2_1 简化神经元模型 基础作业.ipynb ├── W2_1 简化神经元模型 进阶作业.ipynb ├── W2_2 突触模型及编程 How to customize a synapse.ipynb ├── W2_2 突触模型及编程 Phenomenological Synaptic Models.ipynb ├── W2_2 突触模型及编程 kinetic Synaptic Models.ipynb ├── W2_3 突触可塑性模型基础作业.ipynb ├── W2_3 突触可塑性模型进阶作业.ipynb ├── W3_1 兴奋抑制平衡网络.ipynb ├── W3_2 抉择网络模型 rate model.ipynb ├── W3_2 抉择网络模型 spiking model.ipynb ├── W3_3 连续吸引子网络（上）.ipynb ├── W3_3 连续吸引子网络（下）.ipynb ├── W4_1 循环神经网络.ipynb ├── W4_2 循环神经网络+库网络.ipynb └── W4_3 脉冲神经网络训练.ipynb └── 课件 ├── Day 1.1_programming_basics.ipynb ├── Day 1.2_programming_number_string.ipynb ├── Day 1.3_programming_class.ipynb ├── Day 1.4_programming_list_tuple_dict.ipynb ├── Day 1.5_programming_function.ipynb ├── Day 1.6_programming_numpy_matplotlib.ipynb ├── W1_1 Python & BrainPy基础.pdf ├── W1_1 神经计算建模简介-吴思.pdf ├── W1_2 Conductance-based models.pdf ├── W1_2 HH编程.pdf ├── W2_1 Single neuron modeling - simplified models.pdf ├── W2_2 Reduced model programming.pdf ├── W2_3 how to customze a synapse.ipynb ├── W2_3 phenon synapse models.ipynb ├── W2_3 kinetic synapse models.ipynb ├── W2_3 突触模型.pdf ├── W2_4 Synaptic Plasticity.pdf ├── W2_4 Synaptic_Plasticity.ipynb ├── W3_1 E-I_Balanced Network.ipynb ├── W3_1 兴奋抑制平衡网络及其编程实现.pdf ├── W3_2 Decision_making_model.pdf ├── W3_2 a_rate_network_of_decision_making.ipynb ├── W3_2 a_spiking_network_of_decision_making.ipynb ├── W3_3 Attractor_Network.ipynb ├── W3_3 Hopfield+CANN.pdf ├── W3_4 CANN with Adaptation.pdf ├── W3_4 CANN_Adaptation.ipynb ├── W4_1 RNN.pdf ├── W4_2 RNN-RC.pdf ├── W4_2 reservoir.ipynb ├── W4_3 Neural Coding.ipynb ├── W4_3 Simple SNN for MNIST.ipynb ├── W4_3 脉冲神经网络的训练.pdf ├── W4_4 类脑计算芯片与系统简介.pdf └── figs ├── E_I_balance_network.png ├── align_post.png ├── align_pre.png ├── csr_matrix.png ├── masked_matrix.png ├── mlp_sketch.png ├── s01apgi89t.png ├── snn_graph.png ├── tc-fig1.png ├── tc-fig2.png └── tc-fig3.png /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/brainpy/2nd-neural-modeling-and-programming-course/HEAD/.gitignore -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/brainpy/2nd-neural-modeling-and-programming-course/HEAD/README.md -------------------------------------------------------------------------------- /course_arrangement.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/brainpy/2nd-neural-modeling-and-programming-course/HEAD/course_arrangement.png 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