A user can specify boolean connection matrix, a connector uses this matrix decide to connect or not.

The connection matrix with shape (m, n), m is the size of the presynaptic population and n that of the postsynaptic population.

User can serialize every neurons and connections in the network, also deserialize into the network.

Should have an api can retrieve information of connection.

Currently the network resolution is fixed in network.rs

There should be a way to set it.

• Remove data from examples/wheatnnleek-mnist/data

• Write script to help user download mnist data

• Instructions in README

for
network-connect
static-connect
stdp-connect
etc....

parameters should be population_id1, population_id2 instead of neuron_id1, neuron_id2.

Requiring a clean function to clean the network

0. cl-wheatnnleek-cffi/tests/cffi
   › wheatnnleek-jsonrpc-call
   › |Network::create|
   Expect (EQUAL (NETWORK-CREATE 1 Izhikevich NIL)
   '(population (size 1 neuron_ids (0) id 0))) to be true.
   (EQUAL #1=(CL-WHEATNNLEEK-CFFI/FFI:NETWORK-CREATE 1 "Izhikevich" NIL)
   '(:|population| (:|size| 1 :|neuron_ids| (0) :|id| 0)))
   #1# = (:|population| (:|size| 1 :|neuron_ids| (7) :|id| 3))

1. cl-wheatnnleek-cffi/tests/cffi
   › wheatnnleek-jsonrpc-call
   › |Network::create|
   Expect (EQUAL (NETWORK-CREATE 3 Izhikevich NIL)
   '(population (size 3 neuron_ids (1 2 3) id 1))) to be true.
   (EQUAL #1=(CL-WHEATNNLEEK-CFFI/FFI:NETWORK-CREATE 3 "Izhikevich" NIL)
   '(:|population| (:|size| 3 :|neuron_ids| (1 2 3) :|id| 1)))
   #1# = (:|population| (:|size| 3 :|neuron_ids| (8 9 10) :|id| 4))

2. cl-wheatnnleek-cffi/tests/cffi
   › wheatnnleek-jsonrpc-call
   › |Network::create|
   Expect (EQUAL (NETWORK-CREATE 3 StaticPoisson NIL)
   '(population (size 3 neuron_ids (4 5 6) id 2))) to be true.
   (EQUAL #1=(CL-WHEATNNLEEK-CFFI/FFI:NETWORK-CREATE 3 "StaticPoisson" NIL)
   '(:|population| (:|size| 3 :|neuron_ids| (4 5 6) :|id| 2)))
   #1# = (:|population| (:|size| 3 :|neuron_ids| (11 12 13) :|id| 5))

Upgrade to Rust 1.31.0, the first iteration of Rust 2018.

Details:

• https://blog.rust-lang.org/2018/12/06/Rust-1.31-and-rust-2018.html

• https://hacks.mozilla.org/2018/12/rust-2018-is-here/